SiteOne Crawler Report - lmstudio.ai

Summary

Website Quality Score

7.4 Good

Performance

10.0

SEO

4.6

Security

8.5

Accessibility

5.0

Best Practices

9.2

⛔ Skipped URLs - 104 skipped URLs found.
⛔ Redirects - 19 redirects found.
⛔ 404 CRITICAL - 18 non-existent pages found.
⛔ 7 page(s) with multiple <h1> headings.
⚠️ 156 page(s) do not support Brotli compression.
⚠️ No WebP image found on the website.
⚠️ No AVIF image found on the website.
⚠️ 72 page(s) with skipped heading levels.
⚠️ 156 page(s) without aria labels.
⚠️ 156 page(s) without role attributes.
⚠️ Security - 696 pages(s) with warning(s).
⏩ Loaded robots.txt for domain 'lmstudio.ai': status code 200, size 64 B and took 112 ms.
⏩ External URLs - 104 external URL(s) found.
✅ SSL/TLS certificate is valid until Jun 8 11:09:59 2026 GMT. Issued by C = US, O = Google Trust Services, CN = WE1. Subject is CN = lmstudio.ai.
✅ SSL/TLS certificate issued by 'C = US, O = Google Trust Services, CN = WE1'.
✅ Performance OK - all non-media URLs are faster than 3 seconds.
✅ HTTP headers - found 21 unique headers.
✅ All 132 unique title(s) are within the allowed 10% duplicity. Highest duplicity title has 1%.
✅ All 129 description(s) are within the allowed 10% duplicity. Highest duplicity description has 8%.
✅ All pages have quoted attributes.
✅ All pages have inline SVGs smaller than 5120 bytes.
✅ All pages have inline SVGs with less than 5 duplicates.
✅ All pages have valid or none inline SVGs.
✅ All pages have <h1> heading.
✅ All pages have DOM depth less than 30.
✅ All pages have clickable (interactive) phone numbers.
✅ All pages have valid HTML.
✅ All pages have image alt attributes.
✅ All pages have form labels.
✅ All pages have lang attribute.
✅ DNS IPv4 OK: domain lmstudio.ai resolved to 172.67.69.92, 104.26.7.153, 104.26.6.153 (DNS server: 127.0.0.53).
✅ DNS IPv6 OK: domain lmstudio.ai resolved to 2606:4700:20::681a:799, 2606:4700:20::ac43:455c, 2606:4700:20::681a:699 (DNS server: 127.0.0.53).

Visited URLs

Found 193 row(s).

URL	Status	Type	Time (s)	Size	Cache
/docs	307	Redirect	80 ms	83 B	None
/docs/app	200	HTML	138 ms	704 kB	None
/docs/api/rest-api	307	Redirect	1.2 s	113 B	None
/docs/app/basics	200	HTML	1.2 s	693 kB	None
/docs/app/advanced/prompt-template	200	HTML	1.4 s	682 kB	None
/docs/app/mcp	200	HTML	1.1 s	706 kB	None
/docs/integrations	200	HTML	1.1 s	644 kB	None
/docs/app/advanced/parallel-requests	200	HTML	114 ms	673 kB	None
/docs/app/advanced/per-model	200	HTML	166 ms	690 kB	None
/docs/app/presets/push	200	HTML	523 ms	674 kB	None
/docs/app/user-interface/modes	200	HTML	86 ms	672 kB	None
/docs/app/basics/rag	200	HTML	311 ms	678 kB	None
/docs/app/system-requirements	200	HTML	161 ms	680 kB	None
/docs/app/presets/publish	200	HTML	105 ms	676 kB	None
/docs/app/presets/pull	200	HTML	275 ms	669 kB	None
/docs/app/plugins/mcp/deeplink	307	Redirect	31 ms	109 B	None
/docs/app/mcp/deeplink	200	HTML	293 ms	691 kB	None
/docs/typescript	200	HTML	85 ms	715 kB	None
/docs/python	200	HTML	89 ms	729 kB	None
/docs/app/advanced/speculative-decoding	200	HTML	399 ms	703 kB	None
/docs/app/basics/download-model	200	HTML	130 ms	683 kB	None
/docs/developer	200	HTML	109 ms	755 kB	None
/docs/cli	200	HTML	138 ms	742 kB	None
/docs/app/modelyaml	200	HTML	117 ms	763 kB	None
/docs/lmlink	200	HTML	81 ms	657 kB	None
/docs/app/offline	200	HTML	337 ms	681 kB	None
/docs/app/presets	200	HTML	167 ms	704 kB	None
/docs/app/advanced/import-model	200	HTML	156 ms	685 kB	None
/docs/app/plugins/mcp	307	Redirect	32 ms	91 B	None
/docs/app/user-interface/languages	200	HTML	336 ms	744 kB	None
/docs/app/user-interface/themes	200	HTML	297 ms	667 kB	None
/docs/app/modelyaml/publish	200	HTML	272 ms	703 kB	None
/docs/api/openai-api	307	Redirect	54 ms	123 B	None
/docs/app/presets/import	200	HTML	373 ms	694 kB	None
/docs/developer/core/headless	200	HTML	328 ms	724 kB	None
/docs/developer/rest-api	307	Redirect	40 ms	105 B	None
/docs/app/basics/chat	200	HTML	278 ms	692 kB	None
/docs/system-requirements	307	Redirect	57 ms	123 B	None
/docs/basics/download-models	404	HTML	56 ms	47 kB	0 s
/docs/advanced/sideload	307	Redirect	29 ms	123 B	None
/docs/integrations/codex	200	HTML	94 ms	664 kB	None
/docs/integrations/claude-code	200	HTML	322 ms	677 kB	None
/docs/basics/chat	404	HTML	72 ms	47 kB	0 s
/docs/configuration/load	404	HTML	39 ms	47 kB	0 s
/docs/integrations/lmlink	200	HTML	269 ms	667 kB	None
/docs/configuration/inference	404	HTML	68 ms	47 kB	0 s
/docs/advanced/context	404	HTML	42 ms	47 kB	0 s
/docs/typescript/llm-prediction/chat-completion	200	HTML	307 ms	804 kB	None
/docs/typescript/authentication	200	HTML	468 ms	704 kB	None
/docs/typescript/tokenization	200	HTML	269 ms	727 kB	None
/docs/typescript/model-info/get-context-length	200	HTML	311 ms	716 kB	None
/docs/typescript/llm-prediction/working-with-chats	200	HTML	265 ms	732 kB	None
/docs/typescript/agent/act	200	HTML	410 ms	804 kB	None
/docs/typescript/plugins/dependencies	200	HTML	386 ms	686 kB	None
/docs/typescript/llm-prediction/parameters	200	HTML	632 ms	721 kB	None
/docs/typescript/embedding	200	HTML	437 ms	691 kB	None
/docs/typescript/manage-models/list-loaded	200	HTML	389 ms	686 kB	None
/docs/typescript/llm-prediction/cancelling-predictions	200	HTML	386 ms	717 kB	None
/docs/typescript/llm-prediction/structured-response	200	HTML	435 ms	759 kB	None
/docs/typescript/llm-prediction/image-input	200	HTML	154 ms	716 kB	None
/docs/typescript/api-reference/llm-prediction-config-input	200	HTML	395 ms	713 kB	None
/docs/typescript/manage-models/loading	200	HTML	337 ms	756 kB	None
/docs/typescript/llm-prediction/speculative-decoding	200	HTML	325 ms	702 kB	None
/docs/typescript/plugins	200	HTML	184 ms	703 kB	None
/docs/typescript/agent/tools	200	HTML	315 ms	736 kB	None
/docs/typescript/manage-models/list-downloaded	200	HTML	239 ms	706 kB	None
/docs/cli/get	307	Redirect	68 ms	117 B	None
/docs/typescript/api-reference/llm-load-model-config	200	HTML	292 ms	703 kB	None
/docs/typescript/model-info/get-model-info	200	HTML	282 ms	689 kB	None
/docs/typescript/llm-prediction/completion	200	HTML	285 ms	748 kB	None
/docs/typescript/project-setup	200	HTML	271 ms	693 kB	None
/docs/python/manage-models/list-loaded	200	HTML	232 ms	688 kB	None
/docs/python/embedding	200	HTML	234 ms	679 kB	None
/docs/python/getting-started/authentication	200	HTML	263 ms	697 kB	None
/docs/python/llm-prediction/chat-completion	200	HTML	137 ms	866 kB	None
/docs/python/model-info/get-load-config	200	HTML	427 ms	680 kB	None
/docs/python/getting-started/repl	200	HTML	328 ms	738 kB	None
/docs/python/getting-started/project-setup	200	HTML	255 ms	750 kB	None
/docs/python/llm-prediction/completion	200	HTML	113 ms	813 kB	None
/docs/python/manage-models/list-downloaded	200	HTML	330 ms	703 kB	None
/docs/python/llm-prediction/image-input	200	HTML	323 ms	741 kB	None
/docs/python/llm-prediction/parameters	200	HTML	294 ms	742 kB	None
/docs/python/tokenization	200	HTML	436 ms	708 kB	None
/docs/python/llm-prediction/speculative-decoding	200	HTML	436 ms	687 kB	None
/docs/python/agent/act	200	HTML	171 ms	787 kB	None
/docs/python/manage-models/loading	200	HTML	373 ms	791 kB	None
/docs/python/llm-prediction/cancelling-predictions	200	HTML	364 ms	699 kB	None
/docs/python/model-info/get-context-length	200	HTML	239 ms	703 kB	None
/docs/python/agent/tools	200	HTML	251 ms	756 kB	None
/docs/python/model-info/get-model-info	200	HTML	289 ms	694 kB	None
/docs/python/llm-prediction/working-with-chats	200	HTML	254 ms	707 kB	None
/docs/python/agent	404	HTML	70 ms	47 kB	0 s
/docs/python/llm-prediction/structured-response	200	HTML	278 ms	741 kB	None
/docs/developer/core/authentication	200	HTML	83 ms	714 kB	None
/docs/developer/openai-compat/models	200	HTML	341 ms	675 kB	None
/docs/developer/rest/chat	200	HTML	277 ms	829 kB	None
/docs/developer/rest/load	200	HTML	101 ms	729 kB	None
/docs/developer/rest/download	200	HTML	76 ms	699 kB	None
/docs/developer/anthropic-compat	200	HTML	315 ms	716 kB	None
/docs/developer/rest	200	HTML	80 ms	711 kB	None
/docs/developer/rest/download-status	200	HTML	326 ms	699 kB	None
/docs/developer/api-changelog	200	HTML	146 ms	872 kB	None
/docs/developer/core/ttl-and-auto-evict	200	HTML	296 ms	734 kB	None
/docs/developer/rest/list	200	HTML	98 ms	742 kB	None
/docs/developer/rest/streaming-events	200	HTML	390 ms	1002 kB	None
/docs/developer/rest/endpoints	200	HTML	338 ms	848 kB	None
/docs/developer/core/server	200	HTML	82 ms	697 kB	None
/docs/developer/openai-compat/responses	200	HTML	266 ms	701 kB	None
/docs/developer/openai-compat	200	HTML	91 ms	714 kB	None
/docs/developer/rest/quickstart	200	HTML	298 ms	838 kB	None
/docs/developer/core/headless_llmster	200	HTML	118 ms	735 kB	None
/docs/developer/openai-compat/structured-output	200	HTML	89 ms	754 kB	None
/docs/developer/rest/stateful-chats	200	HTML	253 ms	718 kB	None
/docs/developer/openai-compat/tools	200	HTML	173 ms	1 MB	None
/docs/developer/rest/unload	200	HTML	268 ms	686 kB	None
/docs/developer/core/lmlink	200	HTML	258 ms	681 kB	None
/docs/developer/openai-compat/chat-completions	200	HTML	279 ms	700 kB	None
/docs/developer/openai-compat/embeddings	200	HTML	293 ms	686 kB	None
/docs/developer/openai-compat/completions	200	HTML	267 ms	672 kB	None
/docs/developer/anthropic-compat/messages	200	HTML	348 ms	704 kB	None
/docs/developer/core/mcp	200	HTML	253 ms	896 kB	None
/docs/cli/contributing	200	HTML	256 ms	667 kB	None
/docs/cli/local-models/ps	200	HTML	194 ms	690 kB	None
/docs/cli/serve/server-stop	200	HTML	352 ms	671 kB	None
/docs/cli/develop-and-publish/push	200	HTML	309 ms	695 kB	None
/docs/cli/develop-and-publish/dev	200	HTML	276 ms	686 kB	None
/docs/cli/local-models/import	200	HTML	276 ms	701 kB	None
/docs/cli/serve/log-stream	200	HTML	110 ms	702 kB	None
/docs/cli/link/link-status	200	HTML	291 ms	691 kB	None
/docs/cli/runtime	404	HTML	61 ms	47 kB	0 s
/docs/cli/daemon/daemon-status	200	HTML	275 ms	697 kB	None
/docs/cli/develop-and-publish/login	200	HTML	243 ms	689 kB	None
/docs/cli/daemon/daemon-up	200	HTML	144 ms	693 kB	None
/docs/cli/link/link-enable	200	HTML	232 ms	685 kB	None
/docs/cli/local-models/chat	200	HTML	283 ms	708 kB	None
/docs/cli/daemon/daemon-update	200	HTML	248 ms	691 kB	None
/docs/cli/local-models/load	200	HTML	133 ms	757 kB	None
/docs/cli/link/link-disable	200	HTML	309 ms	678 kB	None
/docs/cli/link/link-set-preferred-device	200	HTML	252 ms	684 kB	None
/docs/cli/serve/server-start	200	HTML	249 ms	693 kB	None
/docs/cli/local-models/get	200	HTML	123 ms	704 kB	None
/docs/cli/runtime/runtime	200	HTML	258 ms	690 kB	None
/docs/cli/serve/server-status	200	HTML	231 ms	707 kB	None
/docs/cli/local-models/ls	200	HTML	125 ms	711 kB	None
/docs/cli/develop-and-publish/clone	200	HTML	275 ms	684 kB	None
/docs/cli/daemon/daemon-down	200	HTML	288 ms	676 kB	None
/docs/lmlink/basics/preferred-device	200	HTML	145 ms	654 kB	None
/docs/cli/link/link-set-device-name	200	HTML	406 ms	679 kB	None
/docs/lmlink/basics/add-device	200	HTML	337 ms	673 kB	None
/docs/lmlink/basics	200	HTML	164 ms	645 kB	None
/docs/app/advanced/lm-runtimes	404	HTML	78 ms	47 kB	0 s
/docs/configuration/per-model	307	Redirect	51 ms	121 B	None
/docs/lmlink/basics/faq	200	HTML	249 ms	657 kB	None
/docs/modes	307	Redirect	29 ms	125 B	None
/docs/app/modelyaml/	308	Redirect	29 ms	103 B	None
/docs/app/basics/import-model	307	Redirect	31 ms	127 B	None
/docs/typescript/llm-prediction/(./structured-responses)	404	HTML	43 ms	47 kB	0 s
/docs/cli/ps	307	Redirect	32 ms	115 B	None
/docs/advanced/speculative-decoding	404	HTML	46 ms	47 kB	0 s
/docs/api/ttl-and-auto-evict	307	Redirect	30 ms	143 B	None
/docs/typescript/plugins/publish-plugins	200	HTML	219 ms	693 kB	None
/docs/typescript/plugins/tools-provider	200	HTML	218 ms	690 kB	None
/docs/typescript/plugins/prompt-preprocessor	200	HTML	216 ms	687 kB	None
/docs/cli/ls	307	Redirect	49 ms	115 B	None
/docs/typescript/plugins/generator	200	HTML	266 ms	686 kB	None
/docs/api/sdk/get-context-length	404	HTML	47 ms	47 kB	0 s
/docs/typescript/plugins/custom-configuration	200	HTML	270 ms	701 kB	None
/docs/api/sdk/load-model	404	HTML	39 ms	47 kB	0 s
/docs/advanced/per-model	404	HTML	40 ms	47 kB	0 s
/docs/python/llm-prediction/(./structured-responses)	404	HTML	41 ms	47 kB	0 s
/docs/app/api/ttl-and-auto-evict	307	Redirect	28 ms	143 B	None
/docs/developer/core/tools	307	Redirect	29 ms	135 B	None
/docs/developer/openai-api	307	Redirect	29 ms	123 B	None
/docs/developer/core/server/settings	200	HTML	284 ms	691 kB	None
/docs/developer/core/server/serve-on-network	200	HTML	247 ms	675 kB	None
/docs/typescript/plugins/tools-provider/multiple-tools	200	HTML	275 ms	721 kB	None
/docs/typescript/plugins/tools-provider/status-reports-and-warnings	200	HTML	337 ms	751 kB	None
/docs/typescript/plugins/tools-provider/handling-aborts	200	HTML	262 ms	712 kB	None
/docs/typescript/plugins/tools-provider/custom-configuration	200	HTML	233 ms	733 kB	None
/docs/typescript/plugins/tools-provider/single-tool	200	HTML	399 ms	731 kB	None
/docs/typescript/plugins/prompt-preprocessor/handling-aborts	200	HTML	338 ms	675 kB	None
/docs/typescript/plugins/prompt-preprocessor/custom-configuration	200	HTML	295 ms	717 kB	None
/docs/typescript/plugins/prompt-preprocessor/examples	200	HTML	277 ms	711 kB	None
/docs/typescript/plugins/prompt-preprocessor/custom-status-report	200	HTML	225 ms	696 kB	None
/docs/typescript/plugins/generator/tool-calling-generators	200	HTML	271 ms	695 kB	None
/docs/typescript/plugins/generator/text-only-generators	200	HTML	228 ms	705 kB	None
/docs/typescript/plugins/custom-configuration/defining-new-fields	200	HTML	268 ms	766 kB	None
/docs/typescript/plugins/custom-configuration/accessing-config	200	HTML	277 ms	696 kB	None
/docs/typescript/plugins/plugins/configurations	404	HTML	86 ms	47 kB	0 s
/docs/typescript/plugins/agent/tools	404	HTML	49 ms	47 kB	0 s
/docs/typescript/plugins/custom-configuration/config-ts	200	HTML	300 ms	716 kB	None
/docs/typescript/plugins/prompt-preprocessor/configurations	404	HTML	79 ms	47 kB	0 s
/docs/typescript/plugins/generator/configurations	404	HTML	45 ms	47 kB	0 s
No rows found, please edit your search term.

(+) Show entire table

Best practices

Found 10 row(s).

Analysis name	OK	Notice	Warning	Critical
Invalid inline SVGs	30	0	0	0
Heading structure	239	0	81	7
Large inline SVGs (> 5120 B)	30	0	0	0
Duplicate inline SVGs (> 5 and > 1024 B)	30	0	0	0
DOM depth (> 30)	174	0	0	0
Title uniqueness (> 10%)	132	0	0	0
Description uniqueness (> 10%)	129	0	0	0
Brotli support	0	0	156	0
WebP support	0	0	1	0
AVIF support	0	0	1	0
No rows found, please edit your search term.

Large inline SVGs

No problems found.

Duplicate inline SVGs

No problems found.

Invalid inline SVGs

No problems found.

Missing quotes on attributes

No problems found.

DOM depth

No problems found.

Heading structure

Severity	Occurs	Detail	Affected URLs (max 5)
critical	9	Multiple <h1> headings found.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	48	Heading structure is skipping levels: found an <h3> after an <h1>.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	27	Heading structure is skipping levels: found an <h6> after an <h3>.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	12	Heading structure is skipping levels: found an <h4> after an <h2>.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	10	Heading structure is skipping levels: found an <h5> after an <h1>.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	2	Heading structure is skipping levels: found an <h6> after an <h1>.	URL 1, URL 2
warning	1	Heading structure is skipping levels: found an <h5> after an <h3>.	/docs/app/basics
warning	1	Heading structure is skipping levels: found an <h6> after an <h4>.	/docs/app/advanced/prompt-template
warning	1	Heading structure is skipping levels: found an <h6> after an <h2>.	/docs/app/basics/rag

Non-clickable phone numbers

No problems found.

Title uniqueness

No problems found.

Description uniqueness

No problems found.

Accessibility

Analysis name	OK	Warning	Critical
Missing image alt attributes	60	0	0
Missing aria labels	191	91	2
Missing html lang attribute	1	0	0
Missing roles	0	1	0

Valid HTML

No problems found.

Missing image alt attributes

No problems found.

Missing form labels

No problems found.

Missing aria labels

Found 200 row(s).

Severity	Occurs	Detail	Affected URLs (max 5)
critical	183	<select ***>	URL 1, URL 2, URL 3, URL 4, URL 5
critical	1	<textarea class="border-* placeholder:text-* flex border p-* focus:border-* focus-* focus-* focus-* focus-* focus-* disabled:cursor-* disabled:opacity-* min-* w-* rounded-* bg-* font-* text-* md:text-" ** >	/docs/app/mcp/deeplink
warning	936	<a class="no-* flex items-* justify-* gap-* text-* text-* font-* opacity-* text-* hover:text-* border relative top-* w-* px-* py-* hover:bg-* rounded-* border-* border-* border-* border-* bg-* dark:bg-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	936	<a class="no-* flex w-* items-* justify-* gap-* rounded-* px-* py-* text-* text-* font-* opacity-* text-* hover:text-* hover:bg-* border border-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	748	<a class="whitespace-* rounded p-* px-* opacity-* transition-* duration-* ease-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	654	<a class="" *** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	624	<button class="border inline-* items-* justify-* whitespace-* text-* font-* ring-* focus-* focus-* focus-* focus-* disabled:pointer-* disabled:opacity-* transition-* duration-* ease-* border-* bg-* hover:bg-* hover:text-* rounded-* px-* h-* w-* !p-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	624	<a class="whitespace-* p-* opacity-* transition-* duration-* ease-* flex w-* items-* bg-* justify-* rounded-* py-* gap-* px-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	624	<a class="whitespace-* p-* opacity-* transition-* duration-* ease-* flex items-* bg-* justify-* rounded-* py-* gap-* px-* w-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	183	<button class="border-* placeholder:text-* flex items-* justify-* gap-* rounded-* border bg-* px-* py-* text-* focus:outline-* disabled:cursor-* disabled:opacity-* [& *** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<button class="border inline-* items-* justify-* whitespace-* rounded-* font-* ring-* focus-* focus-* focus-* focus-* disabled:pointer-* disabled:opacity-* transition-* duration-* ease-* text-* hover:text-* border-* h-* w-* text-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<a class="flex w-* items-* justify-* rounded-* border border-* py-* px-* font-* hover:border-* transition-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<button class="inline-* items-* justify-* whitespace-* rounded-* font-* ring-* focus-* focus-* focus-* focus-* disabled:pointer-* disabled:opacity-* transition-* duration-* ease-* text-* hover:bg-* border pointer-* z-* h-* w-* flex-* bg-* p-* text-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<a class="whitespace-* rounded p-* px-* transition-* duration-* ease-* opacity-* hover:opacity-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<a class="whitespace-* p-* opacity-* duration-* ease-* bg-* flex w-* items-* justify-* rounded-* border border-* py-* px-* font-* hover:border-* transition-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<a class="whitespace-* p-* opacity-* duration-* ease-* flex w-* rounded-* border border-* py-* px-* font-* hover:border-* transition-* flex-* items-* justify-* gap-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<a class="no-* flex items-* justify-* gap-* text-* text-* font-* opacity-* hover:text-* w-* hover:bg-* text-* border border-* relative py-* px-* top-* rounded-* border-* dark:bg-* border-* border-* border-* border-* bg-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<a class="whitespace-* p-* opacity-* duration-* ease-* w-* justify-* rounded-* border border-* py-* px-* font-* hover:border-* transition-* flex flex-* items-* gap-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<button class="border inline-* items-* justify-* whitespace-* text-* font-* ring-* focus-* focus-* focus-* focus-* disabled:pointer-* disabled:opacity-* transition-* duration-* ease-* bg-* text-* hover:bg-* border-* active:bg-* h-* rounded-* px-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<a class="opacity-* text-* min-* p-* no-* hover:opacity-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<button class="inline-* whitespace-* text-* font-* ring-* focus-* focus-* focus-* focus-* disabled:pointer-* disabled:opacity-* transition-* duration-* ease-* hover:bg-* hover:text-* rounded-* px-* h-* w-* min-* items-* justify-* gap-* border border-* opacity-* hover:opacity-* cursor-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<a class="whitespace-* rounded p-* px-* opacity-* transition-* duration-* ease-* !bg-* hover:text-* hover:dark:text-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<a class="whitespace-* p-* opacity-* transition-* duration-* ease-* border-* bg-* text-* hover:bg-* hover:text-* mx-* rounded-* px-* py-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<a class="no-* flex w-* items-* justify-* gap-* rounded-* px-* py-* text-* text-* font-* opacity-* hover:text-* hover:bg-* text-* border border-* dark:bg-* bg-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<a class="whitespace-* rounded p-* px-* opacity-* transition-* duration-* ease-* bg-* py-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	156	<a class="whitespace-* p-* opacity-* duration-* ease-* flex w-* items-* justify-* rounded-* border border-* py-* px-* font-* hover:border-* transition-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	114	<button class="border inline-* items-* justify-* whitespace-* text-* font-* ring-* focus-* focus-* focus-* focus-* disabled:pointer-* disabled:opacity-* transition-* duration-* ease-* text-* hover:text-* border-* border-* border-* border-* rounded-* h-* px-* py-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/llm-prediction/structured-response" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/plugins/dependencies" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/api-reference/llm-prediction-config-input" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/model-info/get-model-info" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/embedding" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/model-info/get-context-length" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/llm-prediction/working-with-chats" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/llm-prediction/image-input" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/api-reference/llm-load-model-config" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/project-setup" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/llm-prediction/cancelling-predictions" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/manage-models/list-downloaded" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/agent/tools" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/llm-prediction/chat-completion" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/plugins" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/manage-models/list-loaded" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/authentication" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/llm-prediction/completion" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/agent/act" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/manage-models/loading" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/llm-prediction/parameters" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/llm-prediction/speculative-decoding" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	84	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="typescript/tokenization" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	69	<button class="border inline-* items-* justify-* whitespace-* text-* font-* ring-* focus-* focus-* focus-* focus-* disabled:pointer-* disabled:opacity-* transition-* duration-* ease-* text-* bg-* border-* border-* border-* border-* rounded-* h-* px-* py-* !bg-* dark:!bg-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/rest/streaming-events" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/openai-compat/embeddings" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/openai-compat/chat-completions" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/rest/quickstart" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/openai-compat/completions" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/anthropic-compat" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/core/headless_llmster" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/openai-compat/structured-output" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/rest" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/openai-compat/models" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/rest/chat" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/rest/load" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/rest/download-status" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/core/headless" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/anthropic-compat/messages" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/core/authentication" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/rest/download" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/openai-compat" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/rest/unload" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/rest/endpoints" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/rest/list" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/core/mcp" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/rest/stateful-chats" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/api-changelog" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/openai-compat/responses" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/core/lmlink" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/core/ttl-and-auto-evict" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	62	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="developer/openai-compat/tools" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/daemon/daemon-up" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/daemon/daemon-status" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/local-models/ls" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/serve/server-start" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/link/link-disable" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/local-models/import" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/develop-and-publish/login" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/develop-and-publish/push" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/runtime/runtime" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/local-models/ps" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/serve/server-stop" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/serve/server-status" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/contributing" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/serve/log-stream" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/local-models/get" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/link/link-set-device-name" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/link/link-set-preferred-device" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	50	<a class="rounded p-* px-* flex text-* text-* hover:text-* hover:border-* hover:bg-* opacity-* hover:opacity-* transition-* duration-* ease-" id="cli/develop-and-publish/dev" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
You have reached the limit of 100 rows as a protection against very large output or exhausted memory.
No rows found, please edit your search term.

(+) Show entire table

Missing roles

Severity	Occurs	Detail	Affected URLs (max 5)
warning	156	<nav class="flex w-* flex-* items-* justify-* px-* fixed z-* text-* bg-* flex-* pt-" id="fixed-header-" * >	URL 1, URL 2, URL 3, URL 4, URL 5

Missing html lang attribute

No problems found.

Security

Found 10 row(s).

Header	OK	Notice	Warning	Critical	Recommendation
Strict-Transport-Security	0	0	174	0	Strict-Transport-Security header is set to max-age=259200 which is less than 31 days. This can be a security risk.
Feature-Policy	0	0	174	0	Feature-Policy header is not set. It allows enabling/disabling browser APIs and features for security. Not important if Permissions-Policy is set.
Permissions-Policy	0	0	174	0	Permissions-Policy header is not set. It allows enabling/disabling browser APIs and features for security.
X-Powered-By	0	0	174	0	X-Powered-By header is set to 'Next.js'. It is better not to reveal used technologies.
Server	0	174	0	0	Server header is set to 'cloudflare'. It is better not to reveal used technologies.
X-Frame-Options	174	0	0	0
X-XSS-Protection	174	0	0	0
X-Content-Type-Options	174	0	0	0
Referrer-Policy	174	0	0	0
Content-Security-Policy	174	0	0	0
No rows found, please edit your search term.

Security headers

Severity	Occurs	Detail	Affected URLs (max 5)
warning	174	Feature-Policy header is not set. It allows enabling/disabling browser APIs and features for security. Not important if Permissions-Policy is set.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	174	Permissions-Policy header is not set. It allows enabling/disabling browser APIs and features for security.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	174	Strict-Transport-Security header is set to max-age=259200 which is less than 31 days. This can be a security risk.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	174	X-Powered-By header is set to 'Next.js'. It is better not to reveal used technologies.	URL 1, URL 2, URL 3, URL 4, URL 5
notice	174	Server header is set to 'cloudflare'. It is better not to reveal used technologies.	URL 1, URL 2, URL 3, URL 4, URL 5

TOP non-unique titles

Found 10 row(s).

Count 🔽	Title
3	Chat Completions \| LM Studio Docs
3	Speculative Decoding \| LM Studio Docs
3	Introduction \| LM Studio Docs
3	Authentication \| LM Studio Docs
2	List Loaded Models \| LM Studio Docs
2	Cancelling Predictions \| LM Studio Docs
2	Configuring the Model \| LM Studio Docs
2	Manage Models in Memory \| LM Studio Docs
2	Handling Aborts \| LM Studio Docs
2	Project Setup \| LM Studio Docs
No rows found, please edit your search term.

TOP non-unique descriptions

Found 10 row(s).

Count 🔽	Description
13
3	Using API Tokens in LM Studio
2	Query which models are currently loaded
2	APIs for representing a chat conversation with an LLM
2	APIs to load, access, and unload models from memory
2	Generate text embeddings from input text
2	Tokenize text using a model's tokenizer
2	APIs to list the available models in a given local environment
2	API for passing images as input to the model
2	Provide a string input for the model to complete
No rows found, please edit your search term.

SEO metadata

Found 156 row(s).

URL 🔼	Indexing	Title	H1	Description	Keywords
/docs/app	Allowed	Welcome to LM Studio Docs! \| LM Studio Docs	Welcome to LM Studio Docs!	Learn how to run Llama, DeepSeek, Qwen, Phi, and other LLMs locally with LM Studio.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/advanced/import-model	Allowed	Import Models \| LM Studio Docs	Import Models	Use model files you've downloaded outside of LM Studio	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/advanced/parallel-requests	Allowed	Parallel Requests \| LM Studio Docs	Parallel Requests	Enable parallel requests via continuous batching	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/advanced/per-model	Allowed	Per-model Defaults \| LM Studio Docs	Per-model Defaults	You can set default settings for each model in LM Studio	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/advanced/prompt-template	Allowed	Prompt Template \| LM Studio Docs	Prompt Template	Optionally set or modify the model's prompt template	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/advanced/speculative-decoding	Allowed	Speculative Decoding \| LM Studio Docs	Speculative Decoding	Speed up generation with a draft model	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/basics	Allowed	Get started with LM Studio \| LM Studio Docs	Get started with LM Studio	Download and run Large Language Models like Qwen, Mistral, Gemma, or gpt-oss in LM Studio.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/basics/chat	Allowed	Manage chats \| LM Studio Docs	Manage chats	Manage conversation threads with LLMs	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/basics/download-model	Allowed	Download an LLM \| LM Studio Docs	Download an LLM	Discover and download supported LLMs in LM Studio	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/basics/rag	Allowed	Chat with Documents \| LM Studio Docs	Chat with Documents	How to provide local documents to an LLM as additional context	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/mcp	Allowed	Use MCP Servers \| LM Studio Docs	Use MCP Servers	Connect MCP servers to LM Studio	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/mcp/deeplink	Allowed	Add to LM Studio Button \| LM Studio Docs	Add to LM Studio Button	Add MCP servers to LM Studio using a deeplink	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/modelyaml	Allowed	Introduction to model.yaml \| LM Studio Docs	Introduction to model.yaml	Describe models with the cross-platform model.yaml specification.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/modelyaml/publish	Allowed	Publish a model.yaml \| LM Studio Docs	Publish a model.yaml	Upload your model definition to the LM Studio Hub.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/offline	Allowed	Offline Operation \| LM Studio Docs	Offline Operation	LM Studio can operate entirely offline, just make sure to get some model files first.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/presets	Allowed	Config Presets \| LM Studio Docs	Config Presets	Save your system prompts and other parameters as Presets for easy reuse across chats.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/presets/import	Allowed	Importing and Sharing \| LM Studio Docs	Importing and Sharing	You can import preset files directly from disk, or pull presets made by others via URL.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/presets/publish	Allowed	Publish Your Presets \| LM Studio Docs	Publish Your Presets	Publish your Presets to the LM Studio Hub. Share your Presets with the community or with your colleagues.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/presets/pull	Allowed	Pull Updates \| LM Studio Docs	Pull Updates	How to pull the latest revisions of your Presets, or presets you have imported from others.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/presets/push	Allowed	Push New Revisions \| LM Studio Docs	Push New Revisions	Publish new revisions of your Presets to the LM Studio Hub.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/system-requirements	Allowed	System Requirements \| LM Studio Docs	System Requirements	Supported CPU, GPU types for LM Studio on Mac (M1/M2/M3/M4), Windows (x64/ARM), and Linux (x64/ARM64)	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/user-interface/languages	Allowed	LM Studio in your language \| LM Studio Docs	LM Studio in your language	LM Studio is available in English, Chinese, Spanish, French, German, Korean, Russian, and 26+ more languages.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/user-interface/modes	Allowed	User or Developer \| LM Studio Docs	User or Developer	Show more advanced settings and developer features	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/app/user-interface/themes	Allowed	Color Themes \| LM Studio Docs	Color Themes	Customize LM Studio's color theme	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli	Allowed	lms — LM Studio's CLI \| LM Studio Docs	lms — LM Studio's CLI	Get starting with the lms command line utility.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/contributing	Allowed	Contributing \| LM Studio Docs	Contributing	Learn where to file issues and how to contribute to the lms CLI.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/daemon/daemon-down	Allowed	lms daemon down \| LM Studio Docs	lms daemon down	Stop llmster from the CLI.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/daemon/daemon-status	Allowed	lms daemon status \| LM Studio Docs	lms daemon status	Check whether llmster is running.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/daemon/daemon-up	Allowed	lms daemon up \| LM Studio Docs	lms daemon up	Start llmster from the CLI.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/daemon/daemon-update	Allowed	lms daemon update \| LM Studio Docs	lms daemon update	Update llmster to the latest version.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/develop-and-publish/clone	Allowed	lms clone \| LM Studio Docs	lms clone	Clone an artifact from LM Studio Hub to a local folder (beta).	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/develop-and-publish/dev	Allowed	lms dev (Beta) \| LM Studio Docs	lms dev (Beta)	Start a plugin dev server or install a local plugin (beta).	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/develop-and-publish/login	Allowed	lms login \| LM Studio Docs	lms login	Authenticate with LM Studio Hub (beta).	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/develop-and-publish/push	Allowed	lms push (Beta) \| LM Studio Docs	lms push (Beta)	Upload the current folder's artifact to LM Studio Hub (beta).	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/link/link-disable	Allowed	lms link disable \| LM Studio Docs	lms link disable	Disable LM Link on this device from the CLI.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/link/link-enable	Allowed	lms link enable \| LM Studio Docs	lms link enable	Enable LM Link on this device from the CLI.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/link/link-set-device-name	Allowed	lms link set-device-name \| LM Studio Docs	lms link set-device-name	Rename this device on LM Link from the CLI.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/link/link-set-preferred-device	Allowed	lms link set-preferred-device \| LM Studio Docs	lms link set-preferred-device	Set the preferred device for model resolution on LM Link.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/link/link-status	Allowed	lms link status \| LM Studio Docs	lms link status	Check LM Link connection status and see connected peers.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/local-models/chat	Allowed	lms chat \| LM Studio Docs	lms chat	Start a chat session with a local model from the command line.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/local-models/get	Allowed	lms get \| LM Studio Docs	lms get	Search and download models from the command line.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/local-models/import	Allowed	lms import \| LM Studio Docs	lms import	Import a local model file into your LM Studio models directory.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/local-models/load	Allowed	lms load \| LM Studio Docs	lms load	Load or unload models, set context length, GPU offload, TTL, or estimate memory usage without loading.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/local-models/ls	Allowed	lms ls \| LM Studio Docs	lms ls	List all downloaded models in your LM Studio installation.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/local-models/ps	Allowed	lms ps \| LM Studio Docs	lms ps	Show information about currently loaded models from the command line.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/runtime/runtime	Allowed	lms runtime \| LM Studio Docs	lms runtime	Manage LM Studio inference runtimes from the CLI.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/serve/log-stream	Allowed	lms log stream \| LM Studio Docs	lms log stream	Stream logs from LM Studio. Useful for debugging prompts sent to the model.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/serve/server-start	Allowed	lms server start \| LM Studio Docs	lms server start	Start the LM Studio local server with customizable port and logging options.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/serve/server-status	Allowed	lms server status \| LM Studio Docs	lms server status	Check the status of your running LM Studio server instance.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/cli/serve/server-stop	Allowed	lms server stop \| LM Studio Docs	lms server stop	Stop the running LM Studio server instance.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer	Allowed	LM Studio Developer Docs \| LM Studio Docs	LM Studio Developer Docs	Build with LM Studio's local APIs and SDKs — TypeScript, Python, REST, and OpenAI and Anthropic-compatible endpoints.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/anthropic-compat	Allowed	Anthropic Compatibility Endpoints \| LM Studio Docs	Anthropic Compatibility Endpoints	Send Messages requests using the Anthropic-compatible API.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/anthropic-compat/messages	Allowed	Messages \| LM Studio Docs	Messages	Send a Messages request and get the assistant's response.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/api-changelog	Allowed	API Changelog \| LM Studio Docs	API Changelog	Updates and changes to the LM Studio API.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/core/authentication	Allowed	Authentication \| LM Studio Docs	Authentication	Using API Tokens in LM Studio	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/core/headless	Allowed	Run LM Studio as a service (headless) \| LM Studio Docs	Run LM Studio as a service (headless)	GUI-less operation of LM Studio: run in the background, start on machine login, and load models on demand	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/core/headless_llmster	Allowed	Setup llmster as a Startup Task on Linux \| LM Studio Docs	Setup llmster as a Startup Task on Linux	Configure llmster to run on startup using systemctl on Linux	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/core/lmlink	Allowed	Using LM Link \| LM Studio Docs	Using LM Link	Use a remote device's model via the REST API with LM Link	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/core/mcp	Allowed	Using MCP via API \| LM Studio Docs	Using MCP via API	Learn how to use Model Context Protocol (MCP) servers with LM Studio API.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/core/server	Allowed	LM Studio as a Local LLM API Server \| LM Studio Docs	LM Studio as a Local LLM API Server	Run an LLM API server on localhost with LM Studio	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/core/server/serve-on-network	Allowed	Serve on Local Network \| LM Studio Docs	Serve on Local Network	Allow other devices in your network use this LM Studio API server	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/core/server/settings	Allowed	Server Settings \| LM Studio Docs	Server Settings	Configure server settings for LM Studio API Server	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/core/ttl-and-auto-evict	Allowed	Idle TTL and Auto-Evict \| LM Studio Docs	Idle TTL and Auto-Evict	Optionally auto-unload idle models after a certain amount of time (TTL)	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/openai-compat	Allowed	OpenAI Compatibility Endpoints \| LM Studio Docs	OpenAI Compatibility Endpoints	Send requests to Responses, Chat Completions (text and images), Completions, and Embeddings endpoints.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/openai-compat/chat-completions	Allowed	Chat Completions \| LM Studio Docs	Chat Completions	Send a chat history and get the assistant's response.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/openai-compat/completions	Allowed	Completions (Legacy) \| LM Studio Docs	Completions (Legacy)	Text completion for base models (legacy OpenAI endpoint).	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/openai-compat/embeddings	Allowed	Embeddings \| LM Studio Docs	Embeddings	Generate embedding vectors from input text.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/openai-compat/models	Allowed	List Models \| LM Studio Docs	List Models	List available models via the OpenAI-compatible endpoint.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/openai-compat/responses	Allowed	Responses \| LM Studio Docs	Responses	Create responses with support for streaming, reasoning, prior response state, and optional Remote MCP tools.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/openai-compat/structured-output	Allowed	Structured Output \| LM Studio Docs	Structured Output	Enforce LLM response formats using JSON schemas.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/openai-compat/tools	Allowed	Tool Use \| LM Studio Docs	Tool Use	Enable LLMs to interact with external functions and APIs.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/rest	Allowed	LM Studio API \| LM Studio Docs	LM Studio API	LM Studio's REST API for local inference and model management	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/rest/chat	Allowed	Chat with a model \| LM Studio Docs	Chat with a model	Send a message to a model and receive a response. Supports MCP integration.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/rest/download	Allowed	Download a model \| LM Studio Docs	Download a model	Download LLMs and embedding models	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/rest/download-status	Allowed	Get download status \| LM Studio Docs	Get download status	Get the status of model downloads	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/rest/endpoints	Allowed	REST API v0 \| LM Studio Docs	REST API v0	The REST API includes enhanced stats such as Token / Second and Time To First Token (TTFT), as well as rich information about models such as loaded vs unloaded, max context, quantization, and more.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/rest/list	Allowed	List your models \| LM Studio Docs	List your models	Get a list of available models on your system, including both LLMs and embedding models.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/rest/load	Allowed	Load a model \| LM Studio Docs	Load a model	Load an LLM or Embedding model into memory with custom configuration for inference	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/rest/quickstart	Allowed	Get up and running with the LM Studio API \| LM Studio Docs	Get up and running with the LM Studio API	Download a model and start a simple Chat session using the REST API	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/rest/stateful-chats	Allowed	Stateful Chats \| LM Studio Docs	Stateful Chats	Learn how to maintain conversation context across multiple requests	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/rest/streaming-events	Allowed	Streaming events \| LM Studio Docs	Streaming events	When you chat with a model with stream set to true, the response is sent as a stream of events using Server-Sent Events (SSE).	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/developer/rest/unload	Allowed	Unload a model \| LM Studio Docs	Unload a model	Unload a loaded model from memory	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/integrations	Allowed	Integrations \| LM Studio Docs	Integrations	Use LM Studio with external tools and apps.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/integrations/claude-code	Allowed	Claude Code \| LM Studio Docs	Claude Code	Use Claude Code with LM Studio	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/integrations/codex	Allowed	Codex \| LM Studio Docs	Codex	Use Codex with LM Studio	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/integrations/lmlink	Allowed	Using LM Link with Integrations \| LM Studio Docs	Using LM Link with Integrations	Use a remote device's model with coding tools like Claude Code and Codex via LM Link	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/lmlink	Allowed	LM Link \| LM Studio Docs	LM Link	Use LM Link to access your local models wherever you are, over a secure and end-to-end encrypted connection.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/lmlink/basics	Allowed	Setup a link \| LM Studio Docs	Setup a link	Provision your first link	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/lmlink/basics/add-device	Allowed	Add a Device \| LM Studio Docs	Add a Device	Connect a new device to your LM Link.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/lmlink/basics/faq	Allowed	Frequently Asked Questions \| LM Studio Docs	Frequently Asked Questions	Answers to common questions about LM Link.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/lmlink/basics/preferred-device	Allowed	Set a preferred device \| LM Studio Docs	Set a preferred device	Choose a preferred device to load models via LM Link	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python	Allowed	lmstudio-python (Python SDK) \| LM Studio Docs	lmstudio-python (Python SDK)	Getting started with LM Studio's Python SDK	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/agent/act	Allowed	The .act() call \| LM Studio Docs	The .act() call	How to use the .act() call to turn LLMs into autonomous agents that can perform tasks on your local machine.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/agent/tools	Allowed	Tool Definition \| LM Studio Docs	Tool Definition	Define tools to be called by the LLM, and pass them to the model in the act() call.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/embedding	Allowed	Embedding \| LM Studio Docs	Embedding	Generate text embeddings from input text	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/getting-started/authentication	Allowed	Authentication \| LM Studio Docs	Authentication	Using API Tokens in LM Studio	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/getting-started/project-setup	Allowed	Project Setup \| LM Studio Docs	Project Setup	Set up your lmstudio-python app or script.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/getting-started/repl	Allowed	Using lmstudio-python in REPL \| LM Studio Docs	Using lmstudio-python in REPL	You can use lmstudio-python in REPL (Read-Eval-Print Loop) to interact with LLMs, manage models, and more.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/llm-prediction/cancelling-predictions	Allowed	Cancelling Predictions \| LM Studio Docs	Cancelling Predictions	Stop an ongoing prediction in lmstudio-python	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/llm-prediction/chat-completion	Allowed	Chat Completions \| LM Studio Docs	Chat Completions	APIs for a multi-turn chat conversations with an LLM	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/llm-prediction/completion	Allowed	Text Completions \| LM Studio Docs	Text Completions	Provide a string input for the model to complete	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/llm-prediction/image-input	Allowed	Image Input \| LM Studio Docs	Image Input	API for passing images as input to the model	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/llm-prediction/parameters	Allowed	Configuring the Model \| LM Studio Docs	Configuring the Model	APIs for setting inference-time and load-time parameters for your model	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/llm-prediction/speculative-decoding	Allowed	Speculative Decoding \| LM Studio Docs	Speculative Decoding	API to use a draft model in speculative decoding in lmstudio-python	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/llm-prediction/structured-response	Allowed	Structured Response \| LM Studio Docs	Structured Response	Enforce a structured response from the model using Pydantic models or JSON Schema	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/llm-prediction/working-with-chats	Allowed	Working with Chats \| LM Studio Docs	Working with Chats	APIs for representing a chat conversation with an LLM	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/manage-models/list-downloaded	Allowed	List Downloaded Models \| LM Studio Docs	List Downloaded Models	APIs to list the available models in a given local environment	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/manage-models/list-loaded	Allowed	List Loaded Models \| LM Studio Docs	List Loaded Models	Query which models are currently loaded	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/manage-models/loading	Allowed	Manage Models in Memory \| LM Studio Docs	Manage Models in Memory	APIs to load, access, and unload models from memory	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/model-info/get-context-length	Allowed	Get Context Length \| LM Studio Docs	Get Context Length	API to get the maximum context length of a model.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/model-info/get-load-config	Allowed	Get Load Config \| LM Studio Docs	Get Load Config	Get the load configuration of the model	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/model-info/get-model-info	Allowed	Get Model Info \| LM Studio Docs	Get Model Info	Get information about the model	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/python/tokenization	Allowed	Tokenization \| LM Studio Docs	Tokenization	Tokenize text using a model's tokenizer	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript	Allowed	lmstudio-js (TypeScript SDK) \| LM Studio Docs	lmstudio-js (TypeScript SDK)	Getting started with LM Studio's Typescript / JavaScript SDK	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/agent/act	Allowed	The .act() call \| LM Studio Docs	The .act() call	How to use the .act() call to turn LLMs into autonomous agents that can perform tasks on your local machine.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/agent/tools	Allowed	Tool Definition \| LM Studio Docs	Tool Definition	Define tools with the tool() function and pass them to the model in the act() call.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/api-reference/llm-load-model-config	Allowed	LLMLoadModelConfig \| LM Studio Docs	LLMLoadModelConfig	API Reference for LLMLoadModelConfig	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/api-reference/llm-prediction-config-input	Allowed	LLMPredictionConfigInput \| LM Studio Docs	LLMPredictionConfigInput		local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/authentication	Allowed	Authentication \| LM Studio Docs	Authentication	Using API Tokens in LM Studio	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/embedding	Allowed	Embedding \| LM Studio Docs	Embedding	Generate text embeddings from input text	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/llm-prediction/cancelling-predictions	Allowed	Cancelling Predictions \| LM Studio Docs	Cancelling Predictions	Stop an ongoing prediction in lmstudio-js	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/llm-prediction/chat-completion	Allowed	Chat Completions \| LM Studio Docs	Chat Completions	APIs for a multi-turn chat conversations with an LLM	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/llm-prediction/completion	Allowed	Generate Completions \| LM Studio Docs	Generate Completions	Provide a string input for the model to complete	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/llm-prediction/image-input	Allowed	Image Input \| LM Studio Docs	Image Input	API for passing images as input to the model	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/llm-prediction/parameters	Allowed	Configuring the Model \| LM Studio Docs	Configuring the Model	APIs for setting inference-time and load-time parameters for your model	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/llm-prediction/speculative-decoding	Allowed	Speculative Decoding \| LM Studio Docs	Speculative Decoding	API to use a draft model in speculative decoding in lmstudio-js	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/llm-prediction/structured-response	Allowed	Structured Response \| LM Studio Docs	Structured Response	Enforce a structured response from the model using Pydantic (Python), Zod (TypeScript), or JSON Schema	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/llm-prediction/working-with-chats	Allowed	Working with Chats \| LM Studio Docs	Working with Chats	APIs for representing a chat conversation with an LLM	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/manage-models/list-downloaded	Allowed	List Local Models \| LM Studio Docs	List Local Models	APIs to list the available models in a given local environment	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/manage-models/list-loaded	Allowed	List Loaded Models \| LM Studio Docs	List Loaded Models	Query which models are currently loaded	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/manage-models/loading	Allowed	Manage Models in Memory \| LM Studio Docs	Manage Models in Memory	APIs to load, access, and unload models from memory	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/model-info/get-context-length	Allowed	Get Context Length \| LM Studio Docs	Get Context Length	API to get the maximum context length of a model.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/model-info/get-model-info	Allowed	Get Model Info \| LM Studio Docs	Get Model Info	Get information about the model	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins	Allowed	Introduction to Plugins \| LM Studio Docs	Introduction to Plugins	A brief introduction to making plugins for LM Studio using TypeScript.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/custom-configuration	Allowed	Introduction \| LM Studio Docs	Introduction	Add custom configurations to LM Studio plugins using TypeScript	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/custom-configuration/accessing-config	Allowed	Accessing Configuration \| LM Studio Docs	Accessing Configuration		local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/custom-configuration/config-ts	Allowed	config.ts File \| LM Studio Docs	config.ts File		local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/custom-configuration/defining-new-fields	Allowed	Defining New Fields \| LM Studio Docs	Defining New Fields		local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/dependencies	Allowed	Using npm Dependencies \| LM Studio Docs	Using npm Dependencies	How to use npm packages in LM Studio plugins	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/generator	Allowed	Introduction \| LM Studio Docs	Introduction	Writing generators for LM Studio plugins using TypeScript	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/generator/text-only-generators	Allowed	Text-only Generators \| LM Studio Docs	Text-only Generators		local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/generator/tool-calling-generators	Allowed	Tool calling generators \| LM Studio Docs	Tool calling generators		local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/prompt-preprocessor	Allowed	Introduction \| LM Studio Docs	Introduction	Writing prompt preprocessors for LM Studio plugins using TypeScript	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/prompt-preprocessor/custom-configuration	Allowed	Custom Configuration \| LM Studio Docs	Custom Configuration		local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/prompt-preprocessor/custom-status-report	Allowed	Custom Status Report \| LM Studio Docs	Custom Status Report		local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/prompt-preprocessor/examples	Allowed	Examples \| LM Studio Docs	Examples		local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/prompt-preprocessor/handling-aborts	Allowed	Handling Aborts \| LM Studio Docs	Handling Aborts		local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/publish-plugins	Allowed	Sharing Plugins \| LM Studio Docs	Sharing Plugins	How to publish your LM Studio plugins so they can be used by others	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/tools-provider	Allowed	Introduction to Tools Provider \| LM Studio Docs	Introduction to Tools Provider	Writing tools providers for LM Studio plugins using TypeScript	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/tools-provider/custom-configuration	Allowed	Custom Configuration \| LM Studio Docs	Custom Configuration	Add custom configuration options to your tools provider	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/tools-provider/handling-aborts	Allowed	Handling Aborts \| LM Studio Docs	Handling Aborts	Gracefully handle user-aborted tool executions in your tools provider	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/tools-provider/multiple-tools	Allowed	Multiple Tools \| LM Studio Docs	Multiple Tools		local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/tools-provider/single-tool	Allowed	Single Tool \| LM Studio Docs	Single Tool		local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/plugins/tools-provider/status-reports-and-warnings	Allowed	Status Reports & Warnings \| LM Studio Docs	Status Reports & Warnings		local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/project-setup	Allowed	Project Setup \| LM Studio Docs	Project Setup	Set up your lmstudio-js app or script.	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
/docs/typescript/tokenization	Allowed	Tokenization \| LM Studio Docs	Tokenization	Tokenize text using a model's tokenizer	local ai,local llm,gpt-oss,on-device ai,run local ai,LM Studio,Llama,Gemma,Qwen,DeepSeek,llama.cpp,mlx
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URL 🔼	OG Title	OG Description	OG Image	Twitter Title	Twitter Description	Twitter Image
/docs/app	Welcome to LM Studio Docs! \| LM Studio Docs	Learn how to run Llama, DeepSeek, Qwen, Phi, and other LLMs locally with LM Studio.	/api/og?title=Welcome%20to%20LM%20Studio%20Docs!&from=docs/app&desc…%20locally%20with%20LM%20Studio.	Welcome to LM Studio Docs! \| LM Studio Docs	Learn how to run Llama, DeepSeek, Qwen, Phi, and other LLMs locally with LM Studio.	/api/og?title=Welcome%20to%20LM%20Studio%20Docs!&description=Learn%…ith%20LM%20Studio.&from=docs/app
/docs/app/advanced/import-model	Import Models \| LM Studio Docs	Use model files you've downloaded outside of LM Studio	/api/og?title=Import%20Models&from=docs/app/advanced/import-model&d…ded%20outside%20of%20LM%20Studio	Import Models \| LM Studio Docs	Use model files you've downloaded outside of LM Studio	/api/og?title=Import%20Models&description=Use%20model%20files%20you…m=docs/app/advanced/import-model
/docs/app/advanced/parallel-requests	Parallel Requests \| LM Studio Docs	Enable parallel requests via continuous batching	/api/og?title=Parallel%20Requests&from=docs/app/advanced/parallel-r…ts%20via%20continuous%20batching	Parallel Requests \| LM Studio Docs	Enable parallel requests via continuous batching	/api/og?title=Parallel%20Requests&description=Enable%20parallel%20r…s/app/advanced/parallel-requests
/docs/app/advanced/per-model	Per-model Defaults \| LM Studio Docs	You can set default settings for each model in LM Studio	/api/og?title=Per-model%20Defaults&from=docs/app/advanced/per-model…0each%20model%20in%20LM%20Studio	Per-model Defaults \| LM Studio Docs	You can set default settings for each model in LM Studio	/api/og?title=Per-model%20Defaults&description=You%20can%20set%20de…from=docs/app/advanced/per-model
/docs/app/advanced/prompt-template	Prompt Template \| LM Studio Docs	Optionally set or modify the model's prompt template	/api/og?title=Prompt%20Template&from=docs/app/advanced/prompt-templ…%20model%27s%20prompt%20template	Prompt Template \| LM Studio Docs	Optionally set or modify the model's prompt template	/api/og?title=Prompt%20Template&description=Optionally%20set%20or%2…ocs/app/advanced/prompt-template
/docs/app/advanced/speculative-decoding	Speculative Decoding \| LM Studio Docs	Speed up generation with a draft model	/api/og?title=Speculative%20Decoding&from=docs/app/advanced/specula…ation%20with%20a%20draft%20model	Speculative Decoding \| LM Studio Docs	Speed up generation with a draft model	/api/og?title=Speculative%20Decoding&description=Speed%20up%20gener…pp/advanced/speculative-decoding
/docs/app/basics	Get started with LM Studio \| LM Studio Docs	Download and run Large Language Models like Qwen, Mistral, Gemma, or gpt-oss in LM Studio.	/api/og?title=Get%20started%20with%20LM%20Studio&from=docs/app/basi…or%20gpt-oss%20in%20LM%20Studio.	Get started with LM Studio \| LM Studio Docs	Download and run Large Language Models like Qwen, Mistral, Gemma, or gpt-oss in LM Studio.	/api/og?title=Get%20started%20with%20LM%20Studio&description=Downlo…M%20Studio.&from=docs/app/basics
/docs/app/basics/chat	Manage chats \| LM Studio Docs	Manage conversation threads with LLMs	/api/og?title=Manage%20chats&from=docs/app/basics/chat&description=…ersation%20threads%20with%20LLMs	Manage chats \| LM Studio Docs	Manage conversation threads with LLMs	/api/og?title=Manage%20chats&description=Manage%20conversation%20th…20LLMs&from=docs/app/basics/chat
/docs/app/basics/download-model	Download an LLM \| LM Studio Docs	Discover and download supported LLMs in LM Studio	/api/og?title=Download%20an%20LLM&from=docs/app/basics/download-mod…ported%20LLMs%20in%20LM%20Studio	Download an LLM \| LM Studio Docs	Discover and download supported LLMs in LM Studio	/api/og?title=Download%20an%20LLM&description=Discover%20and%20down…m=docs/app/basics/download-model
/docs/app/basics/rag	Chat with Documents \| LM Studio Docs	How to provide local documents to an LLM as additional context	/api/og?title=Chat%20with%20Documents&from=docs/app/basics/rag&desc…0LLM%20as%20additional%20context	Chat with Documents \| LM Studio Docs	How to provide local documents to an LLM as additional context	/api/og?title=Chat%20with%20Documents&description=How%20to%20provid…context&from=docs/app/basics/rag
/docs/app/mcp	Use MCP Servers \| LM Studio Docs	Connect MCP servers to LM Studio	/api/og?title=Use%20MCP%20Servers&from=docs/app/mcp&description=Con…MCP%20servers%20to%20LM%20Studio	Use MCP Servers \| LM Studio Docs	Connect MCP servers to LM Studio	/api/og?title=Use%20MCP%20Servers&description=Connect%20MCP%20serve…%20LM%20Studio&from=docs/app/mcp
/docs/app/mcp/deeplink	Add to LM Studio Button \| LM Studio Docs	Add MCP servers to LM Studio using a deeplink	/api/og?title=Add%20to%20LM%20Studio%20Button&from=docs/app/mcp/dee…%20Studio%20using%20a%20deeplink	Add to LM Studio Button \| LM Studio Docs	Add MCP servers to LM Studio using a deeplink	/api/og?title=Add%20to%20LM%20Studio%20Button&description=Add%20MCP…plink&from=docs/app/mcp/deeplink
/docs/app/modelyaml	Introduction to model.yaml \| LM Studio Docs	Describe models with the cross-platform model.yaml specification.	https://files.lmstudio.ai/modelyaml-card.jpg	Introduction to model.yaml \| LM Studio Docs	Describe models with the cross-platform model.yaml specification.	https://files.lmstudio.ai/modelyaml-card.jpg
/docs/app/modelyaml/publish	Publish a model.yaml \| LM Studio Docs	Upload your model definition to the LM Studio Hub.	/api/og?title=Publish%20a%20model.yaml&from=docs/app/modelyaml/publ…%20to%20the%20LM%20Studio%20Hub.	Publish a model.yaml \| LM Studio Docs	Upload your model definition to the LM Studio Hub.	/api/og?title=Publish%20a%20model.yaml&description=Upload%20your%20…&from=docs/app/modelyaml/publish
/docs/app/offline	Offline Operation \| LM Studio Docs	LM Studio can operate entirely offline, just make sure to get some model files first.	/api/og?title=Offline%20Operation&from=docs/app/offline&description…%20some%20model%20files%20first.	Offline Operation \| LM Studio Docs	LM Studio can operate entirely offline, just make sure to get some model files first.	/api/og?title=Offline%20Operation&description=LM%20Studio%20can%20o…s%20first.&from=docs/app/offline
/docs/app/presets	Config Presets \| LM Studio Docs	Save your system prompts and other parameters as Presets for easy reuse across chats.	/api/og?title=Config%20Presets&from=docs/app/presets&description=Sa…20easy%20reuse%20across%20chats.	Config Presets \| LM Studio Docs	Save your system prompts and other parameters as Presets for easy reuse across chats.	/api/og?title=Config%20Presets&description=Save%20your%20system%20p…s%20chats.&from=docs/app/presets
/docs/app/presets/import	Importing and Sharing \| LM Studio Docs	You can import preset files directly from disk, or pull presets made by others via URL.	/api/og?title=Importing%20and%20Sharing&from=docs/app/presets/impor…0made%20by%20others%20via%20URL.	Importing and Sharing \| LM Studio Docs	You can import preset files directly from disk, or pull presets made by others via URL.	/api/og?title=Importing%20and%20Sharing&description=You%20can%20imp…RL.&from=docs/app/presets/import
/docs/app/presets/publish	Publish Your Presets \| LM Studio Docs	Publish your Presets to the LM Studio Hub. Share your Presets with the community or with your colleagues.	/api/og?title=Publish%20Your%20Presets&from=docs/app/presets/publis…20or%20with%20your%20colleagues.	Publish Your Presets \| LM Studio Docs	Publish your Presets to the LM Studio Hub. Share your Presets with the community or with your colleagues.	/api/og?title=Publish%20Your%20Presets&description=Publish%20your%2…s.&from=docs/app/presets/publish
/docs/app/presets/pull	Pull Updates \| LM Studio Docs	How to pull the latest revisions of your Presets, or presets you have imported from others.	/api/og?title=Pull%20Updates&from=docs/app/presets/pull&description…have%20imported%20from%20others.	Pull Updates \| LM Studio Docs	How to pull the latest revisions of your Presets, or presets you have imported from others.	/api/og?title=Pull%20Updates&description=How%20to%20pull%20the%20la…hers.&from=docs/app/presets/pull
/docs/app/presets/push	Push New Revisions \| LM Studio Docs	Publish new revisions of your Presets to the LM Studio Hub.	/api/og?title=Push%20New%20Revisions&from=docs/app/presets/push&des…%20to%20the%20LM%20Studio%20Hub.	Push New Revisions \| LM Studio Docs	Publish new revisions of your Presets to the LM Studio Hub.	/api/og?title=Push%20New%20Revisions&description=Publish%20new%20re…0Hub.&from=docs/app/presets/push
/docs/app/system-requirements	System Requirements \| LM Studio Docs	Supported CPU, GPU types for LM Studio on Mac (M1/M2/M3/M4), Windows (x64/ARM), and Linux (x64/ARM64)	/api/og?title=System%20Requirements&from=docs/app/system-requiremen…RM),%20and%20Linux%20(x64/ARM64)	System Requirements \| LM Studio Docs	Supported CPU, GPU types for LM Studio on Mac (M1/M2/M3/M4), Windows (x64/ARM), and Linux (x64/ARM64)	/api/og?title=System%20Requirements&description=Supported%20CPU,%20…rom=docs/app/system-requirements
/docs/app/user-interface/languages	LM Studio in your language \| LM Studio Docs	LM Studio is available in English, Chinese, Spanish, French, German, Korean, Russian, and 26+ more languages.	/api/og?title=LM%20Studio%20in%20your%20language&from=docs/app/user…%20and%2026+%20more%20languages.	LM Studio in your language \| LM Studio Docs	LM Studio is available in English, Chinese, Spanish, French, German, Korean, Russian, and 26+ more languages.	/api/og?title=LM%20Studio%20in%20your%20language&description=LM%20S…ocs/app/user-interface/languages
/docs/app/user-interface/modes	User or Developer \| LM Studio Docs	Show more advanced settings and developer features	/api/og?title=User%20or%20Developer&from=docs/app/user-interface/mo…ngs%20and%20developer%20features	User or Developer \| LM Studio Docs	Show more advanced settings and developer features	/api/og?title=User%20or%20Developer&description=Show%20more%20advan…om=docs/app/user-interface/modes
/docs/app/user-interface/themes	Color Themes \| LM Studio Docs	Customize LM Studio's color theme	/api/og?title=Color%20Themes&from=docs/app/user-interface/themes&de…0LM%20Studio%27s%20color%20theme	Color Themes \| LM Studio Docs	Customize LM Studio's color theme	/api/og?title=Color%20Themes&description=Customize%20LM%20Studio%27…m=docs/app/user-interface/themes
/docs/cli	lms — LM Studio's CLI \| LM Studio Docs	Get starting with the lms command line utility.	/api/og?title=lms%20%E2%80%94%20LM%20Studio%27s%20CLI&from=docs/cli…0lms%20command%20line%20utility.	lms — LM Studio's CLI \| LM Studio Docs	Get starting with the lms command line utility.	/api/og?title=lms%20%E2%80%94%20LM%20Studio%27s%20CLI&description=G…%20line%20utility.&from=docs/cli
/docs/cli/contributing	Contributing \| LM Studio Docs	Learn where to file issues and how to contribute to the lms CLI.	/api/og?title=Contributing&from=docs/cli/contributing&description=L…ntribute%20to%20the%20lms%20CLI.	Contributing \| LM Studio Docs	Learn where to file issues and how to contribute to the lms CLI.	/api/og?title=Contributing&description=Learn%20where%20to%20file%20…0CLI.&from=docs/cli/contributing
/docs/cli/daemon/daemon-down	lms daemon down \| LM Studio Docs	Stop llmster from the CLI.	/api/og?title=lms%20daemon%20down&from=docs/cli/daemon/daemon-down&…op%20llmster%20from%20the%20CLI.	lms daemon down \| LM Studio Docs	Stop llmster from the CLI.	/api/og?title=lms%20daemon%20down&description=Stop%20llmster%20from…from=docs/cli/daemon/daemon-down
/docs/cli/daemon/daemon-status	lms daemon status \| LM Studio Docs	Check whether llmster is running.	/api/og?title=lms%20daemon%20status&from=docs/cli/daemon/daemon-sta…hether%20llmster%20is%20running.	lms daemon status \| LM Studio Docs	Check whether llmster is running.	/api/og?title=lms%20daemon%20status&description=Check%20whether%20l…om=docs/cli/daemon/daemon-status
/docs/cli/daemon/daemon-up	lms daemon up \| LM Studio Docs	Start llmster from the CLI.	/api/og?title=lms%20daemon%20up&from=docs/cli/daemon/daemon-up&desc…rt%20llmster%20from%20the%20CLI.	lms daemon up \| LM Studio Docs	Start llmster from the CLI.	/api/og?title=lms%20daemon%20up&description=Start%20llmster%20from%….&from=docs/cli/daemon/daemon-up
/docs/cli/daemon/daemon-update	lms daemon update \| LM Studio Docs	Update llmster to the latest version.	/api/og?title=lms%20daemon%20update&from=docs/cli/daemon/daemon-upd…r%20to%20the%20latest%20version.	lms daemon update \| LM Studio Docs	Update llmster to the latest version.	/api/og?title=lms%20daemon%20update&description=Update%20llmster%20…om=docs/cli/daemon/daemon-update
/docs/cli/develop-and-publish/clone	lms clone \| LM Studio Docs	Clone an artifact from LM Studio Hub to a local folder (beta).	/api/og?title=lms%20clone&from=docs/cli/develop-and-publish/clone&d…o%20a%20local%20folder%20(beta).	lms clone \| LM Studio Docs	Clone an artifact from LM Studio Hub to a local folder (beta).	/api/og?title=lms%20clone&description=Clone%20an%20artifact%20from%…cs/cli/develop-and-publish/clone
/docs/cli/develop-and-publish/dev	lms dev (Beta) \| LM Studio Docs	Start a plugin dev server or install a local plugin (beta).	/api/og?title=lms%20dev%20(Beta)&from=docs/cli/develop-and-publish/…l%20a%20local%20plugin%20(beta).	lms dev (Beta) \| LM Studio Docs	Start a plugin dev server or install a local plugin (beta).	/api/og?title=lms%20dev%20(Beta)&description=Start%20a%20plugin%20d…docs/cli/develop-and-publish/dev
/docs/cli/develop-and-publish/login	lms login \| LM Studio Docs	Authenticate with LM Studio Hub (beta).	/api/og?title=lms%20login&from=docs/cli/develop-and-publish/login&d…th%20LM%20Studio%20Hub%20(beta).	lms login \| LM Studio Docs	Authenticate with LM Studio Hub (beta).	/api/og?title=lms%20login&description=Authenticate%20with%20LM%20St…cs/cli/develop-and-publish/login
/docs/cli/develop-and-publish/push	lms push (Beta) \| LM Studio Docs	Upload the current folder's artifact to LM Studio Hub (beta).	/api/og?title=lms%20push%20(Beta)&from=docs/cli/develop-and-publish…to%20LM%20Studio%20Hub%20(beta).	lms push (Beta) \| LM Studio Docs	Upload the current folder's artifact to LM Studio Hub (beta).	/api/og?title=lms%20push%20(Beta)&description=Upload%20the%20curren…ocs/cli/develop-and-publish/push
/docs/cli/link/link-disable	lms link disable \| LM Studio Docs	Disable LM Link on this device from the CLI.	/api/og?title=lms%20link%20disable&from=docs/cli/link/link-disable&…his%20device%20from%20the%20CLI.	lms link disable \| LM Studio Docs	Disable LM Link on this device from the CLI.	/api/og?title=lms%20link%20disable&description=Disable%20LM%20Link%…&from=docs/cli/link/link-disable
/docs/cli/link/link-enable	lms link enable \| LM Studio Docs	Enable LM Link on this device from the CLI.	/api/og?title=lms%20link%20enable&from=docs/cli/link/link-enable&de…his%20device%20from%20the%20CLI.	lms link enable \| LM Studio Docs	Enable LM Link on this device from the CLI.	/api/og?title=lms%20link%20enable&description=Enable%20LM%20Link%20….&from=docs/cli/link/link-enable
/docs/cli/link/link-set-device-name	lms link set-device-name \| LM Studio Docs	Rename this device on LM Link from the CLI.	/api/og?title=lms%20link%20set-device-name&from=docs/cli/link/link-…%20LM%20Link%20from%20the%20CLI.	lms link set-device-name \| LM Studio Docs	Rename this device on LM Link from the CLI.	/api/og?title=lms%20link%20set-device-name&description=Rename%20thi…cs/cli/link/link-set-device-name
/docs/cli/link/link-set-preferred-device	lms link set-preferred-device \| LM Studio Docs	Set the preferred device for model resolution on LM Link.	/api/og?title=lms%20link%20set-preferred-device&from=docs/cli/link/…l%20resolution%20on%20LM%20Link.	lms link set-preferred-device \| LM Studio Docs	Set the preferred device for model resolution on LM Link.	/api/og?title=lms%20link%20set-preferred-device&description=Set%20t…i/link/link-set-preferred-device
/docs/cli/link/link-status	lms link status \| LM Studio Docs	Check LM Link connection status and see connected peers.	/api/og?title=lms%20link%20status&from=docs/cli/link/link-status&de…20and%20see%20connected%20peers.	lms link status \| LM Studio Docs	Check LM Link connection status and see connected peers.	/api/og?title=lms%20link%20status&description=Check%20LM%20Link%20c….&from=docs/cli/link/link-status
/docs/cli/local-models/chat	lms chat \| LM Studio Docs	Start a chat session with a local model from the command line.	/api/og?title=lms%20chat&from=docs/cli/local-models/chat&descriptio…l%20from%20the%20command%20line.	lms chat \| LM Studio Docs	Start a chat session with a local model from the command line.	/api/og?title=lms%20chat&description=Start%20a%20chat%20session%20w…&from=docs/cli/local-models/chat
/docs/cli/local-models/get	lms get \| LM Studio Docs	Search and download models from the command line.	/api/og?title=lms%20get&from=docs/cli/local-models/get&description=…s%20from%20the%20command%20line.	lms get \| LM Studio Docs	Search and download models from the command line.	/api/og?title=lms%20get&description=Search%20and%20download%20model….&from=docs/cli/local-models/get
/docs/cli/local-models/import	lms import \| LM Studio Docs	Import a local model file into your LM Studio models directory.	/api/og?title=lms%20import&from=docs/cli/local-models/import&descri…M%20Studio%20models%20directory.	lms import \| LM Studio Docs	Import a local model file into your LM Studio models directory.	/api/og?title=lms%20import&description=Import%20a%20local%20model%2…rom=docs/cli/local-models/import
/docs/cli/local-models/load	lms load \| LM Studio Docs	Load or unload models, set context length, GPU offload, TTL, or estimate memory usage without loading.	/api/og?title=lms%20load&from=docs/cli/local-models/load&descriptio…ory%20usage%20without%20loading.	lms load \| LM Studio Docs	Load or unload models, set context length, GPU offload, TTL, or estimate memory usage without loading.	/api/og?title=lms%20load&description=Load%20or%20unload%20models,%2…&from=docs/cli/local-models/load
/docs/cli/local-models/ls	lms ls \| LM Studio Docs	List all downloaded models in your LM Studio installation.	/api/og?title=lms%20ls&from=docs/cli/local-models/ls&description=Li…ur%20LM%20Studio%20installation.	lms ls \| LM Studio Docs	List all downloaded models in your LM Studio installation.	/api/og?title=lms%20ls&description=List%20all%20downloaded%20models…n.&from=docs/cli/local-models/ls
/docs/cli/local-models/ps	lms ps \| LM Studio Docs	Show information about currently loaded models from the command line.	/api/og?title=lms%20ps&from=docs/cli/local-models/ps&description=Sh…s%20from%20the%20command%20line.	lms ps \| LM Studio Docs	Show information about currently loaded models from the command line.	/api/og?title=lms%20ps&description=Show%20information%20about%20cur…e.&from=docs/cli/local-models/ps
/docs/cli/runtime/runtime	lms runtime \| LM Studio Docs	Manage LM Studio inference runtimes from the CLI.	/api/og?title=lms%20runtime&from=docs/cli/runtime/runtime&descripti…e%20runtimes%20from%20the%20CLI.	lms runtime \| LM Studio Docs	Manage LM Studio inference runtimes from the CLI.	/api/og?title=lms%20runtime&description=Manage%20LM%20Studio%20infe…I.&from=docs/cli/runtime/runtime
/docs/cli/serve/log-stream	lms log stream \| LM Studio Docs	Stream logs from LM Studio. Useful for debugging prompts sent to the model.	/api/og?title=lms%20log%20stream&from=docs/cli/serve/log-stream&des…ompts%20sent%20to%20the%20model.	lms log stream \| LM Studio Docs	Stream logs from LM Studio. Useful for debugging prompts sent to the model.	/api/og?title=lms%20log%20stream&description=Stream%20logs%20from%2….&from=docs/cli/serve/log-stream
/docs/cli/serve/server-start	lms server start \| LM Studio Docs	Start the LM Studio local server with customizable port and logging options.	/api/og?title=lms%20server%20start&from=docs/cli/serve/server-start…0port%20and%20logging%20options.	lms server start \| LM Studio Docs	Start the LM Studio local server with customizable port and logging options.	/api/og?title=lms%20server%20start&description=Start%20the%20LM%20S…from=docs/cli/serve/server-start
/docs/cli/serve/server-status	lms server status \| LM Studio Docs	Check the status of your running LM Studio server instance.	/api/og?title=lms%20server%20status&from=docs/cli/serve/server-stat…LM%20Studio%20server%20instance.	lms server status \| LM Studio Docs	Check the status of your running LM Studio server instance.	/api/og?title=lms%20server%20status&description=Check%20the%20statu…rom=docs/cli/serve/server-status
/docs/cli/serve/server-stop	lms server stop \| LM Studio Docs	Stop the running LM Studio server instance.	/api/og?title=lms%20server%20stop&from=docs/cli/serve/server-stop&d…LM%20Studio%20server%20instance.	lms server stop \| LM Studio Docs	Stop the running LM Studio server instance.	/api/og?title=lms%20server%20stop&description=Stop%20the%20running%…&from=docs/cli/serve/server-stop
/docs/developer	LM Studio Developer Docs \| LM Studio Docs	Build with LM Studio's local APIs and SDKs — TypeScript, Python, REST, and OpenAI and Anthropic-compatible endpoints.	/api/og?title=LM%20Studio%20Developer%20Docs&from=docs/developer&de…nthropic-compatible%20endpoints.	LM Studio Developer Docs \| LM Studio Docs	Build with LM Studio's local APIs and SDKs — TypeScript, Python, REST, and OpenAI and Anthropic-compatible endpoints.	/api/og?title=LM%20Studio%20Developer%20Docs&description=Build%20wi…20endpoints.&from=docs/developer
/docs/developer/anthropic-compat	Anthropic Compatibility Endpoints \| LM Studio Docs	Send Messages requests using the Anthropic-compatible API.	/api/og?title=Anthropic%20Compatibility%20Endpoints&from=docs/devel…he%20Anthropic-compatible%20API.	Anthropic Compatibility Endpoints \| LM Studio Docs	Send Messages requests using the Anthropic-compatible API.	/api/og?title=Anthropic%20Compatibility%20Endpoints&description=Sen…=docs/developer/anthropic-compat
/docs/developer/anthropic-compat/messages	Messages \| LM Studio Docs	Send a Messages request and get the assistant's response.	/api/og?title=Messages&from=docs/developer/anthropic-compat/message…0the%20assistant%27s%20response.	Messages \| LM Studio Docs	Send a Messages request and get the assistant's response.	/api/og?title=Messages&description=Send%20a%20Messages%20request%20…eloper/anthropic-compat/messages
/docs/developer/api-changelog	API Changelog \| LM Studio Docs	Updates and changes to the LM Studio API.	/api/og?title=API%20Changelog&from=docs/developer/api-changelog&des…%20to%20the%20LM%20Studio%20API.	API Changelog \| LM Studio Docs	Updates and changes to the LM Studio API.	/api/og?title=API%20Changelog&description=Updates%20and%20changes%2…rom=docs/developer/api-changelog
/docs/developer/core/authentication	Authentication \| LM Studio Docs	Using API Tokens in LM Studio	/api/og?title=Authentication&from=docs/developer/core/authenticatio…0API%20Tokens%20in%20LM%20Studio	Authentication \| LM Studio Docs	Using API Tokens in LM Studio	/api/og?title=Authentication&description=Using%20API%20Tokens%20in%…cs/developer/core/authentication
/docs/developer/core/headless	Run LM Studio as a service (headless) \| LM Studio Docs	GUI-less operation of LM Studio: run in the background, start on machine login, and load models on demand	/api/og?title=Run%20LM%20Studio%20as%20a%20service%20(headless)&fro…nd%20load%20models%20on%20demand	Run LM Studio as a service (headless) \| LM Studio Docs	GUI-less operation of LM Studio: run in the background, start on machine login, and load models on demand	/api/og?title=Run%20LM%20Studio%20as%20a%20service%20(headless)&des…rom=docs/developer/core/headless
/docs/developer/core/headless_llmster	Setup llmster as a Startup Task on Linux \| LM Studio Docs	Configure llmster to run on startup using systemctl on Linux	/api/og?title=Setup%20llmster%20as%20a%20Startup%20Task%20on%20Linu…20using%20systemctl%20on%20Linux	Setup llmster as a Startup Task on Linux \| LM Studio Docs	Configure llmster to run on startup using systemctl on Linux	/api/og?title=Setup%20llmster%20as%20a%20Startup%20Task%20on%20Linu…/developer/core/headless_llmster
/docs/developer/core/lmlink	Using LM Link \| LM Studio Docs	Use a remote device's model via the REST API with LM Link	/api/og?title=Using%20LM%20Link&from=docs/developer/core/lmlink&des…%20REST%20API%20with%20LM%20Link	Using LM Link \| LM Studio Docs	Use a remote device's model via the REST API with LM Link	/api/og?title=Using%20LM%20Link&description=Use%20a%20remote%20devi…&from=docs/developer/core/lmlink
/docs/developer/core/mcp	Using MCP via API \| LM Studio Docs	Learn how to use Model Context Protocol (MCP) servers with LM Studio API.	/api/og?title=Using%20MCP%20via%20API&from=docs/developer/core/mcp&…vers%20with%20LM%20Studio%20API.	Using MCP via API \| LM Studio Docs	Learn how to use Model Context Protocol (MCP) servers with LM Studio API.	/api/og?title=Using%20MCP%20via%20API&description=Learn%20how%20to%…PI.&from=docs/developer/core/mcp
/docs/developer/core/server	LM Studio as a Local LLM API Server \| LM Studio Docs	Run an LLM API server on localhost with LM Studio	/api/og?title=LM%20Studio%20as%20a%20Local%20LLM%20API%20Server&fro…20localhost%20with%20LM%20Studio	LM Studio as a Local LLM API Server \| LM Studio Docs	Run an LLM API server on localhost with LM Studio	/api/og?title=LM%20Studio%20as%20a%20Local%20LLM%20API%20Server&des…&from=docs/developer/core/server
/docs/developer/core/server/serve-on-network	Serve on Local Network \| LM Studio Docs	Allow other devices in your network use this LM Studio API server	/api/og?title=Serve%20on%20Local%20Network&from=docs/developer/core…his%20LM%20Studio%20API%20server	Serve on Local Network \| LM Studio Docs	Allow other devices in your network use this LM Studio API server	/api/og?title=Serve%20on%20Local%20Network&description=Allow%20othe…per/core/server/serve-on-network
/docs/developer/core/server/settings	Server Settings \| LM Studio Docs	Configure server settings for LM Studio API Server	/api/og?title=Server%20Settings&from=docs/developer/core/server/set…for%20LM%20Studio%20API%20Server	Server Settings \| LM Studio Docs	Configure server settings for LM Studio API Server	/api/og?title=Server%20Settings&description=Configure%20server%20se…s/developer/core/server/settings
/docs/developer/core/ttl-and-auto-evict	Idle TTL and Auto-Evict \| LM Studio Docs	Optionally auto-unload idle models after a certain amount of time (TTL)	/api/og?title=Idle%20TTL%20and%20Auto-Evict&from=docs/developer/cor…ain%20amount%20of%20time%20(TTL)	Idle TTL and Auto-Evict \| LM Studio Docs	Optionally auto-unload idle models after a certain amount of time (TTL)	/api/og?title=Idle%20TTL%20and%20Auto-Evict&description=Optionally%…eveloper/core/ttl-and-auto-evict
/docs/developer/openai-compat	OpenAI Compatibility Endpoints \| LM Studio Docs	Send requests to Responses, Chat Completions (text and images), Completions, and Embeddings endpoints.	/api/og?title=OpenAI%20Compatibility%20Endpoints&from=docs/develope…%20and%20Embeddings%20endpoints.	OpenAI Compatibility Endpoints \| LM Studio Docs	Send requests to Responses, Chat Completions (text and images), Completions, and Embeddings endpoints.	/api/og?title=OpenAI%20Compatibility%20Endpoints&description=Send%2…rom=docs/developer/openai-compat
/docs/developer/openai-compat/chat-completions	Chat Completions \| LM Studio Docs	Send a chat history and get the assistant's response.	/api/og?title=Chat%20Completions&from=docs/developer/openai-compat/…0the%20assistant%27s%20response.	Chat Completions \| LM Studio Docs	Send a chat history and get the assistant's response.	/api/og?title=Chat%20Completions&description=Send%20a%20chat%20hist…r/openai-compat/chat-completions
/docs/developer/openai-compat/completions	Completions (Legacy) \| LM Studio Docs	Text completion for base models (legacy OpenAI endpoint).	/api/og?title=Completions%20(Legacy)&from=docs/developer/openai-com…%20(legacy%20OpenAI%20endpoint).	Completions (Legacy) \| LM Studio Docs	Text completion for base models (legacy OpenAI endpoint).	/api/og?title=Completions%20(Legacy)&description=Text%20completion%…eloper/openai-compat/completions
/docs/developer/openai-compat/embeddings	Embeddings \| LM Studio Docs	Generate embedding vectors from input text.	/api/og?title=Embeddings&from=docs/developer/openai-compat/embeddin…20vectors%20from%20input%20text.	Embeddings \| LM Studio Docs	Generate embedding vectors from input text.	/api/og?title=Embeddings&description=Generate%20embedding%20vectors…veloper/openai-compat/embeddings
/docs/developer/openai-compat/models	List Models \| LM Studio Docs	List available models via the OpenAI-compatible endpoint.	/api/og?title=List%20Models&from=docs/developer/openai-compat/model…%20OpenAI-compatible%20endpoint.	List Models \| LM Studio Docs	List available models via the OpenAI-compatible endpoint.	/api/og?title=List%20Models&description=List%20available%20models%2…s/developer/openai-compat/models
/docs/developer/openai-compat/responses	Responses \| LM Studio Docs	Create responses with support for streaming, reasoning, prior response state, and optional Remote MCP tools.	/api/og?title=Responses&from=docs/developer/openai-compat/responses…optional%20Remote%20MCP%20tools.	Responses \| LM Studio Docs	Create responses with support for streaming, reasoning, prior response state, and optional Remote MCP tools.	/api/og?title=Responses&description=Create%20responses%20with%20sup…eveloper/openai-compat/responses
/docs/developer/openai-compat/structured-output	Structured Output \| LM Studio Docs	Enforce LLM response formats using JSON schemas.	/api/og?title=Structured%20Output&from=docs/developer/openai-compat…ormats%20using%20JSON%20schemas.	Structured Output \| LM Studio Docs	Enforce LLM response formats using JSON schemas.	/api/og?title=Structured%20Output&description=Enforce%20LLM%20respo…/openai-compat/structured-output
/docs/developer/openai-compat/tools	Tool Use \| LM Studio Docs	Enable LLMs to interact with external functions and APIs.	/api/og?title=Tool%20Use&from=docs/developer/openai-compat/tools&de…ternal%20functions%20and%20APIs.	Tool Use \| LM Studio Docs	Enable LLMs to interact with external functions and APIs.	/api/og?title=Tool%20Use&description=Enable%20LLMs%20to%20interact%…cs/developer/openai-compat/tools
/docs/developer/rest	LM Studio API \| LM Studio Docs	LM Studio's REST API for local inference and model management	/api/og?title=LM%20Studio%20API&from=docs/developer/rest&descriptio…rence%20and%20model%20management	LM Studio API \| LM Studio Docs	LM Studio's REST API for local inference and model management	/api/og?title=LM%20Studio%20API&description=LM%20Studio%27s%20REST%…agement&from=docs/developer/rest
/docs/developer/rest/chat	Chat with a model \| LM Studio Docs	Send a message to a model and receive a response. Supports MCP integration.	/api/og?title=Chat%20with%20a%20model&from=docs/developer/rest/chat…%20Supports%20MCP%20integration.	Chat with a model \| LM Studio Docs	Send a message to a model and receive a response. Supports MCP integration.	/api/og?title=Chat%20with%20a%20model&description=Send%20a%20messag…n.&from=docs/developer/rest/chat
/docs/developer/rest/download	Download a model \| LM Studio Docs	Download LLMs and embedding models	/api/og?title=Download%20a%20model&from=docs/developer/rest/downloa…0LLMs%20and%20embedding%20models	Download a model \| LM Studio Docs	Download LLMs and embedding models	/api/og?title=Download%20a%20model&description=Download%20LLMs%20an…rom=docs/developer/rest/download
/docs/developer/rest/download-status	Get download status \| LM Studio Docs	Get the status of model downloads	/api/og?title=Get%20download%20status&from=docs/developer/rest/down…0status%20of%20model%20downloads	Get download status \| LM Studio Docs	Get the status of model downloads	/api/og?title=Get%20download%20status&description=Get%20the%20statu…s/developer/rest/download-status
/docs/developer/rest/endpoints	REST API v0 \| LM Studio Docs	The REST API includes enhanced stats such as Token / Second and Time To First Token (TTFT), as well as rich information about models such as loaded vs unloaded, max context, quantization, and more.	/api/og?title=REST%20API%20v0&from=docs/developer/rest/endpoints&de…t,%20quantization,%20and%20more.	REST API v0 \| LM Studio Docs	The REST API includes enhanced stats such as Token / Second and Time To First Token (TTFT), as well as rich information about models such as loaded vs unloaded, max context, quantization, and more.	/api/og?title=REST%20API%20v0&description=The%20REST%20API%20includ…om=docs/developer/rest/endpoints
/docs/developer/rest/list	List your models \| LM Studio Docs	Get a list of available models on your system, including both LLMs and embedding models.	/api/og?title=List%20your%20models&from=docs/developer/rest/list&de…LLMs%20and%20embedding%20models.	List your models \| LM Studio Docs	Get a list of available models on your system, including both LLMs and embedding models.	/api/og?title=List%20your%20models&description=Get%20a%20list%20of%…s.&from=docs/developer/rest/list
/docs/developer/rest/load	Load a model \| LM Studio Docs	Load an LLM or Embedding model into memory with custom configuration for inference	/api/og?title=Load%20a%20model&from=docs/developer/rest/load&descri…0configuration%20for%20inference	Load a model \| LM Studio Docs	Load an LLM or Embedding model into memory with custom configuration for inference	/api/og?title=Load%20a%20model&description=Load%20an%20LLM%20or%20E…ce&from=docs/developer/rest/load
/docs/developer/rest/quickstart	Get up and running with the LM Studio API \| LM Studio Docs	Download a model and start a simple Chat session using the REST API	/api/og?title=Get%20up%20and%20running%20with%20the%20LM%20Studio%2…ssion%20using%20the%20REST%20API	Get up and running with the LM Studio API \| LM Studio Docs	Download a model and start a simple Chat session using the REST API	/api/og?title=Get%20up%20and%20running%20with%20the%20LM%20Studio%2…m=docs/developer/rest/quickstart
/docs/developer/rest/stateful-chats	Stateful Chats \| LM Studio Docs	Learn how to maintain conversation context across multiple requests	/api/og?title=Stateful%20Chats&from=docs/developer/rest/stateful-ch…t%20across%20multiple%20requests	Stateful Chats \| LM Studio Docs	Learn how to maintain conversation context across multiple requests	/api/og?title=Stateful%20Chats&description=Learn%20how%20to%20maint…cs/developer/rest/stateful-chats
/docs/developer/rest/streaming-events	Streaming events \| LM Studio Docs	When you chat with a model with stream set to true, the response is sent as a stream of events using Server-Sent Events (SSE).	/api/og?title=Streaming%20events&from=docs/developer/rest/streaming…%20Server-Sent%20Events%20(SSE).	Streaming events \| LM Studio Docs	When you chat with a model with stream set to true, the response is sent as a stream of events using Server-Sent Events (SSE).	/api/og?title=Streaming%20events&description=When%20you%20chat%20wi…/developer/rest/streaming-events
/docs/developer/rest/unload	Unload a model \| LM Studio Docs	Unload a loaded model from memory	/api/og?title=Unload%20a%20model&from=docs/developer/rest/unload&de…20loaded%20model%20from%20memory	Unload a model \| LM Studio Docs	Unload a loaded model from memory	/api/og?title=Unload%20a%20model&description=Unload%20a%20loaded%20…&from=docs/developer/rest/unload
/docs/integrations	Integrations \| LM Studio Docs	Use LM Studio with external tools and apps.	/api/og?title=Integrations&from=docs/integrations&description=Use%2…20external%20tools%20and%20apps.	Integrations \| LM Studio Docs	Use LM Studio with external tools and apps.	/api/og?title=Integrations&description=Use%20LM%20Studio%20with%20e…d%20apps.&from=docs/integrations
/docs/integrations/claude-code	Claude Code \| LM Studio Docs	Use Claude Code with LM Studio	/api/og?title=Claude%20Code&from=docs/integrations/claude-code&desc…aude%20Code%20with%20LM%20Studio	Claude Code \| LM Studio Docs	Use Claude Code with LM Studio	/api/og?title=Claude%20Code&description=Use%20Claude%20Code%20with%…om=docs/integrations/claude-code
/docs/integrations/codex	Codex \| LM Studio Docs	Use Codex with LM Studio	/api/og?title=Codex&from=docs/integrations/codex&description=Use%20Codex%20with%20LM%20Studio	Codex \| LM Studio Docs	Use Codex with LM Studio	/api/og?title=Codex&description=Use%20Codex%20with%20LM%20Studio&from=docs/integrations/codex
/docs/integrations/lmlink	Using LM Link with Integrations \| LM Studio Docs	Use a remote device's model with coding tools like Claude Code and Codex via LM Link	/api/og?title=Using%20LM%20Link%20with%20Integrations&from=docs/int…%20and%20Codex%20via%20LM%20Link	Using LM Link with Integrations \| LM Studio Docs	Use a remote device's model with coding tools like Claude Code and Codex via LM Link	/api/og?title=Using%20LM%20Link%20with%20Integrations&description=U…nk&from=docs/integrations/lmlink
/docs/lmlink	LM Link \| LM Studio Docs	Use LM Link to access your local models wherever you are, over a secure and end-to-end encrypted connection.	/api/og?title=LM%20Link&from=docs/lmlink&description=Use%20LM%20Lin…to-end%20encrypted%20connection.	LM Link \| LM Studio Docs	Use LM Link to access your local models wherever you are, over a secure and end-to-end encrypted connection.	/api/og?title=LM%20Link&description=Use%20LM%20Link%20to%20access%2…d%20connection.&from=docs/lmlink
/docs/lmlink/basics	Setup a link \| LM Studio Docs	Provision your first link	/api/og?title=Setup%20a%20link&from=docs/lmlink/basics&description=Provision%20your%20first%20link	Setup a link \| LM Studio Docs	Provision your first link	/api/og?title=Setup%20a%20link&description=Provision%20your%20first%20link&from=docs/lmlink/basics
/docs/lmlink/basics/add-device	Add a Device \| LM Studio Docs	Connect a new device to your LM Link.	/api/og?title=Add%20a%20Device&from=docs/lmlink/basics/add-device&d…0device%20to%20your%20LM%20Link.	Add a Device \| LM Studio Docs	Connect a new device to your LM Link.	/api/og?title=Add%20a%20Device&description=Connect%20a%20new%20devi…om=docs/lmlink/basics/add-device
/docs/lmlink/basics/faq	Frequently Asked Questions \| LM Studio Docs	Answers to common questions about LM Link.	/api/og?title=Frequently%20Asked%20Questions&from=docs/lmlink/basic…20questions%20about%20LM%20Link.	Frequently Asked Questions \| LM Studio Docs	Answers to common questions about LM Link.	/api/og?title=Frequently%20Asked%20Questions&description=Answers%20…ink.&from=docs/lmlink/basics/faq
/docs/lmlink/basics/preferred-device	Set a preferred device \| LM Studio Docs	Choose a preferred device to load models via LM Link	/api/og?title=Set%20a%20preferred%20device&from=docs/lmlink/basics/…0load%20models%20via%20LM%20Link	Set a preferred device \| LM Studio Docs	Choose a preferred device to load models via LM Link	/api/og?title=Set%20a%20preferred%20device&description=Choose%20a%2…s/lmlink/basics/preferred-device
/docs/python	lmstudio-python (Python SDK) \| LM Studio Docs	Getting started with LM Studio's Python SDK	/api/og?title=lmstudio-python%20(Python%20SDK)&from=docs/python&des…20LM%20Studio%27s%20Python%20SDK	lmstudio-python (Python SDK) \| LM Studio Docs	Getting started with LM Studio's Python SDK	/api/og?title=lmstudio-python%20(Python%20SDK)&description=Getting%…%20Python%20SDK&from=docs/python
/docs/python/agent/act	The .act() call \| LM Studio Docs	How to use the .act() call to turn LLMs into autonomous agents that can perform tasks on your local machine.	/api/og?title=The%20.act()%20call&from=docs/python/agent/act&descri…s%20on%20your%20local%20machine.	The .act() call \| LM Studio Docs	How to use the .act() call to turn LLMs into autonomous agents that can perform tasks on your local machine.	/api/og?title=The%20.act()%20call&description=How%20to%20use%20the%…hine.&from=docs/python/agent/act
/docs/python/agent/tools	Tool Definition \| LM Studio Docs	Define tools to be called by the LLM, and pass them to the model in the act() call.	/api/og?title=Tool%20Definition&from=docs/python/agent/tools&descri…model%20in%20the%20act()%20call.	Tool Definition \| LM Studio Docs	Define tools to be called by the LLM, and pass them to the model in the act() call.	/api/og?title=Tool%20Definition&description=Define%20tools%20to%20b…ll.&from=docs/python/agent/tools
/docs/python/embedding	Embedding \| LM Studio Docs	Generate text embeddings from input text	/api/og?title=Embedding&from=docs/python/embedding&description=Gene…embeddings%20from%20input%20text	Embedding \| LM Studio Docs	Generate text embeddings from input text	/api/og?title=Embedding&description=Generate%20text%20embeddings%20…0text&from=docs/python/embedding
/docs/python/getting-started/authentication	Authentication \| LM Studio Docs	Using API Tokens in LM Studio	/api/og?title=Authentication&from=docs/python/getting-started/authe…0API%20Tokens%20in%20LM%20Studio	Authentication \| LM Studio Docs	Using API Tokens in LM Studio	/api/og?title=Authentication&description=Using%20API%20Tokens%20in%…n/getting-started/authentication
/docs/python/getting-started/project-setup	Project Setup \| LM Studio Docs	Set up your lmstudio-python app or script.	/api/og?title=Project%20Setup&from=docs/python/getting-started/proj…udio-python%20app%20or%20script.	Project Setup \| LM Studio Docs	Set up your lmstudio-python app or script.	/api/og?title=Project%20Setup&description=Set%20up%20your%20lmstudi…on/getting-started/project-setup
/docs/python/getting-started/repl	Using lmstudio-python in REPL \| LM Studio Docs	You can use lmstudio-python in REPL (Read-Eval-Print Loop) to interact with LLMs, manage models, and more.	/api/og?title=Using%20lmstudio-python%20in%20REPL&from=docs/python/…20manage%20models,%20and%20more.	Using lmstudio-python in REPL \| LM Studio Docs	You can use lmstudio-python in REPL (Read-Eval-Print Loop) to interact with LLMs, manage models, and more.	/api/og?title=Using%20lmstudio-python%20in%20REPL&description=You%2…docs/python/getting-started/repl
/docs/python/llm-prediction/cancelling-predictions	Cancelling Predictions \| LM Studio Docs	Stop an ongoing prediction in lmstudio-python	/api/og?title=Cancelling%20Predictions&from=docs/python/llm-predict…rediction%20in%20lmstudio-python	Cancelling Predictions \| LM Studio Docs	Stop an ongoing prediction in lmstudio-python	/api/og?title=Cancelling%20Predictions&description=Stop%20an%20ongo…rediction/cancelling-predictions
/docs/python/llm-prediction/chat-completion	Chat Completions \| LM Studio Docs	APIs for a multi-turn chat conversations with an LLM	/api/og?title=Chat%20Completions&from=docs/python/llm-prediction/ch…0conversations%20with%20an%20LLM	Chat Completions \| LM Studio Docs	APIs for a multi-turn chat conversations with an LLM	/api/og?title=Chat%20Completions&description=APIs%20for%20a%20multi…n/llm-prediction/chat-completion
/docs/python/llm-prediction/completion	Text Completions \| LM Studio Docs	Provide a string input for the model to complete	/api/og?title=Text%20Completions&from=docs/python/llm-prediction/co…or%20the%20model%20to%20complete	Text Completions \| LM Studio Docs	Provide a string input for the model to complete	/api/og?title=Text%20Completions&description=Provide%20a%20string%2…python/llm-prediction/completion
/docs/python/llm-prediction/image-input	Image Input \| LM Studio Docs	API for passing images as input to the model	/api/og?title=Image%20Input&from=docs/python/llm-prediction/image-i…%20as%20input%20to%20the%20model	Image Input \| LM Studio Docs	API for passing images as input to the model	/api/og?title=Image%20Input&description=API%20for%20passing%20image…ython/llm-prediction/image-input
/docs/python/llm-prediction/parameters	Configuring the Model \| LM Studio Docs	APIs for setting inference-time and load-time parameters for your model	/api/og?title=Configuring%20the%20Model&from=docs/python/llm-predic…0parameters%20for%20your%20model	Configuring the Model \| LM Studio Docs	APIs for setting inference-time and load-time parameters for your model	/api/og?title=Configuring%20the%20Model&description=APIs%20for%20se…python/llm-prediction/parameters
/docs/python/llm-prediction/speculative-decoding	Speculative Decoding \| LM Studio Docs	API to use a draft model in speculative decoding in lmstudio-python	/api/og?title=Speculative%20Decoding&from=docs/python/llm-predictio…0decoding%20in%20lmstudio-python	Speculative Decoding \| LM Studio Docs	API to use a draft model in speculative decoding in lmstudio-python	/api/og?title=Speculative%20Decoding&description=API%20to%20use%20a…-prediction/speculative-decoding
/docs/python/llm-prediction/structured-response	Structured Response \| LM Studio Docs	Enforce a structured response from the model using Pydantic models or JSON Schema	/api/og?title=Structured%20Response&from=docs/python/llm-prediction…ic%20models%20or%20JSON%20Schema	Structured Response \| LM Studio Docs	Enforce a structured response from the model using Pydantic models or JSON Schema	/api/og?title=Structured%20Response&description=Enforce%20a%20struc…m-prediction/structured-response
/docs/python/llm-prediction/working-with-chats	Working with Chats \| LM Studio Docs	APIs for representing a chat conversation with an LLM	/api/og?title=Working%20with%20Chats&from=docs/python/llm-predictio…20conversation%20with%20an%20LLM	Working with Chats \| LM Studio Docs	APIs for representing a chat conversation with an LLM	/api/og?title=Working%20with%20Chats&description=APIs%20for%20repre…lm-prediction/working-with-chats
/docs/python/manage-models/list-downloaded	List Downloaded Models \| LM Studio Docs	APIs to list the available models in a given local environment	/api/og?title=List%20Downloaded%20Models&from=docs/python/manage-mo…0a%20given%20local%20environment	List Downloaded Models \| LM Studio Docs	APIs to list the available models in a given local environment	/api/og?title=List%20Downloaded%20Models&description=APIs%20to%20li…on/manage-models/list-downloaded
/docs/python/manage-models/list-loaded	List Loaded Models \| LM Studio Docs	Query which models are currently loaded	/api/og?title=List%20Loaded%20Models&from=docs/python/manage-models…odels%20are%20currently%20loaded	List Loaded Models \| LM Studio Docs	Query which models are currently loaded	/api/og?title=List%20Loaded%20Models&description=Query%20which%20mo…python/manage-models/list-loaded
/docs/python/manage-models/loading	Manage Models in Memory \| LM Studio Docs	APIs to load, access, and unload models from memory	/api/og?title=Manage%20Models%20in%20Memory&from=docs/python/manage…0unload%20models%20from%20memory	Manage Models in Memory \| LM Studio Docs	APIs to load, access, and unload models from memory	/api/og?title=Manage%20Models%20in%20Memory&description=APIs%20to%2…ocs/python/manage-models/loading
/docs/python/model-info/get-context-length	Get Context Length \| LM Studio Docs	API to get the maximum context length of a model.	/api/og?title=Get%20Context%20Length&from=docs/python/model-info/ge…ntext%20length%20of%20a%20model.	Get Context Length \| LM Studio Docs	API to get the maximum context length of a model.	/api/og?title=Get%20Context%20Length&description=API%20to%20get%20t…on/model-info/get-context-length
/docs/python/model-info/get-load-config	Get Load Config \| LM Studio Docs	Get the load configuration of the model	/api/og?title=Get%20Load%20Config&from=docs/python/model-info/get-l…configuration%20of%20the%20model	Get Load Config \| LM Studio Docs	Get the load configuration of the model	/api/og?title=Get%20Load%20Config&description=Get%20the%20load%20co…ython/model-info/get-load-config
/docs/python/model-info/get-model-info	Get Model Info \| LM Studio Docs	Get information about the model	/api/og?title=Get%20Model%20Info&from=docs/python/model-info/get-mo…nformation%20about%20the%20model	Get Model Info \| LM Studio Docs	Get information about the model	/api/og?title=Get%20Model%20Info&description=Get%20information%20ab…python/model-info/get-model-info
/docs/python/tokenization	Tokenization \| LM Studio Docs	Tokenize text using a model's tokenizer	/api/og?title=Tokenization&from=docs/python/tokenization&descriptio…sing%20a%20model%27s%20tokenizer	Tokenization \| LM Studio Docs	Tokenize text using a model's tokenizer	/api/og?title=Tokenization&description=Tokenize%20text%20using%20a%…er&from=docs/python/tokenization
/docs/typescript	lmstudio-js (TypeScript SDK) \| LM Studio Docs	Getting started with LM Studio's Typescript / JavaScript SDK	/api/og?title=lmstudio-js%20(TypeScript%20SDK)&from=docs/typescript…ypescript%20/%20JavaScript%20SDK	lmstudio-js (TypeScript SDK) \| LM Studio Docs	Getting started with LM Studio's Typescript / JavaScript SDK	/api/og?title=lmstudio-js%20(TypeScript%20SDK)&description=Getting%…cript%20SDK&from=docs/typescript
/docs/typescript/agent/act	The .act() call \| LM Studio Docs	How to use the .act() call to turn LLMs into autonomous agents that can perform tasks on your local machine.	/api/og?title=The%20.act()%20call&from=docs/typescript/agent/act&de…s%20on%20your%20local%20machine.	The .act() call \| LM Studio Docs	How to use the .act() call to turn LLMs into autonomous agents that can perform tasks on your local machine.	/api/og?title=The%20.act()%20call&description=How%20to%20use%20the%….&from=docs/typescript/agent/act
/docs/typescript/agent/tools	Tool Definition \| LM Studio Docs	Define tools with the tool() function and pass them to the model in the act() call.	/api/og?title=Tool%20Definition&from=docs/typescript/agent/tools&de…model%20in%20the%20act()%20call.	Tool Definition \| LM Studio Docs	Define tools with the tool() function and pass them to the model in the act() call.	/api/og?title=Tool%20Definition&description=Define%20tools%20with%2…from=docs/typescript/agent/tools
/docs/typescript/api-reference/llm-load-model-config	LLMLoadModelConfig \| LM Studio Docs	API Reference for LLMLoadModelConfig	/api/og?title=LLMLoadModelConfig&from=docs/typescript/api-reference…rence%20for%20LLMLoadModelConfig	LLMLoadModelConfig \| LM Studio Docs	API Reference for LLMLoadModelConfig	/api/og?title=LLMLoadModelConfig&description=API%20Reference%20for%…-reference/llm-load-model-config
/docs/typescript/api-reference/llm-prediction-config-input	LLMPredictionConfigInput \| LM Studio Docs		/api/og?title=LLMPredictionConfigInput&from=docs/typescript/api-ref…iction-config-input&description=	LLMPredictionConfigInput \| LM Studio Docs		/api/og?title=LLMPredictionConfigInput&description=&from=docs/types…ence/llm-prediction-config-input
/docs/typescript/authentication	Authentication \| LM Studio Docs	Using API Tokens in LM Studio	/api/og?title=Authentication&from=docs/typescript/authentication&de…0API%20Tokens%20in%20LM%20Studio	Authentication \| LM Studio Docs	Using API Tokens in LM Studio	/api/og?title=Authentication&description=Using%20API%20Tokens%20in%…m=docs/typescript/authentication
/docs/typescript/embedding	Embedding \| LM Studio Docs	Generate text embeddings from input text	/api/og?title=Embedding&from=docs/typescript/embedding&description=…embeddings%20from%20input%20text	Embedding \| LM Studio Docs	Generate text embeddings from input text	/api/og?title=Embedding&description=Generate%20text%20embeddings%20…t&from=docs/typescript/embedding
/docs/typescript/llm-prediction/cancelling-predictions	Cancelling Predictions \| LM Studio Docs	Stop an ongoing prediction in lmstudio-js	/api/og?title=Cancelling%20Predictions&from=docs/typescript/llm-pre…%20prediction%20in%20lmstudio-js	Cancelling Predictions \| LM Studio Docs	Stop an ongoing prediction in lmstudio-js	/api/og?title=Cancelling%20Predictions&description=Stop%20an%20ongo…rediction/cancelling-predictions
/docs/typescript/llm-prediction/chat-completion	Chat Completions \| LM Studio Docs	APIs for a multi-turn chat conversations with an LLM	/api/og?title=Chat%20Completions&from=docs/typescript/llm-predictio…0conversations%20with%20an%20LLM	Chat Completions \| LM Studio Docs	APIs for a multi-turn chat conversations with an LLM	/api/og?title=Chat%20Completions&description=APIs%20for%20a%20multi…t/llm-prediction/chat-completion
/docs/typescript/llm-prediction/completion	Generate Completions \| LM Studio Docs	Provide a string input for the model to complete	/api/og?title=Generate%20Completions&from=docs/typescript/llm-predi…or%20the%20model%20to%20complete	Generate Completions \| LM Studio Docs	Provide a string input for the model to complete	/api/og?title=Generate%20Completions&description=Provide%20a%20stri…script/llm-prediction/completion
/docs/typescript/llm-prediction/image-input	Image Input \| LM Studio Docs	API for passing images as input to the model	/api/og?title=Image%20Input&from=docs/typescript/llm-prediction/ima…%20as%20input%20to%20the%20model	Image Input \| LM Studio Docs	API for passing images as input to the model	/api/og?title=Image%20Input&description=API%20for%20passing%20image…cript/llm-prediction/image-input
/docs/typescript/llm-prediction/parameters	Configuring the Model \| LM Studio Docs	APIs for setting inference-time and load-time parameters for your model	/api/og?title=Configuring%20the%20Model&from=docs/typescript/llm-pr…0parameters%20for%20your%20model	Configuring the Model \| LM Studio Docs	APIs for setting inference-time and load-time parameters for your model	/api/og?title=Configuring%20the%20Model&description=APIs%20for%20se…script/llm-prediction/parameters
/docs/typescript/llm-prediction/speculative-decoding	Speculative Decoding \| LM Studio Docs	API to use a draft model in speculative decoding in lmstudio-js	/api/og?title=Speculative%20Decoding&from=docs/typescript/llm-predi…ve%20decoding%20in%20lmstudio-js	Speculative Decoding \| LM Studio Docs	API to use a draft model in speculative decoding in lmstudio-js	/api/og?title=Speculative%20Decoding&description=API%20to%20use%20a…-prediction/speculative-decoding
/docs/typescript/llm-prediction/structured-response	Structured Response \| LM Studio Docs	Enforce a structured response from the model using Pydantic (Python), Zod (TypeScript), or JSON Schema	/api/og?title=Structured%20Response&from=docs/typescript/llm-predic…ypeScript),%20or%20JSON%20Schema	Structured Response \| LM Studio Docs	Enforce a structured response from the model using Pydantic (Python), Zod (TypeScript), or JSON Schema	/api/og?title=Structured%20Response&description=Enforce%20a%20struc…m-prediction/structured-response
/docs/typescript/llm-prediction/working-with-chats	Working with Chats \| LM Studio Docs	APIs for representing a chat conversation with an LLM	/api/og?title=Working%20with%20Chats&from=docs/typescript/llm-predi…20conversation%20with%20an%20LLM	Working with Chats \| LM Studio Docs	APIs for representing a chat conversation with an LLM	/api/og?title=Working%20with%20Chats&description=APIs%20for%20repre…lm-prediction/working-with-chats
/docs/typescript/manage-models/list-downloaded	List Local Models \| LM Studio Docs	APIs to list the available models in a given local environment	/api/og?title=List%20Local%20Models&from=docs/typescript/manage-mod…0a%20given%20local%20environment	List Local Models \| LM Studio Docs	APIs to list the available models in a given local environment	/api/og?title=List%20Local%20Models&description=APIs%20to%20list%20…pt/manage-models/list-downloaded
/docs/typescript/manage-models/list-loaded	List Loaded Models \| LM Studio Docs	Query which models are currently loaded	/api/og?title=List%20Loaded%20Models&from=docs/typescript/manage-mo…odels%20are%20currently%20loaded	List Loaded Models \| LM Studio Docs	Query which models are currently loaded	/api/og?title=List%20Loaded%20Models&description=Query%20which%20mo…script/manage-models/list-loaded
/docs/typescript/manage-models/loading	Manage Models in Memory \| LM Studio Docs	APIs to load, access, and unload models from memory	/api/og?title=Manage%20Models%20in%20Memory&from=docs/typescript/ma…0unload%20models%20from%20memory	Manage Models in Memory \| LM Studio Docs	APIs to load, access, and unload models from memory	/api/og?title=Manage%20Models%20in%20Memory&description=APIs%20to%2…typescript/manage-models/loading
/docs/typescript/model-info/get-context-length	Get Context Length \| LM Studio Docs	API to get the maximum context length of a model.	/api/og?title=Get%20Context%20Length&from=docs/typescript/model-inf…ntext%20length%20of%20a%20model.	Get Context Length \| LM Studio Docs	API to get the maximum context length of a model.	/api/og?title=Get%20Context%20Length&description=API%20to%20get%20t…pt/model-info/get-context-length
/docs/typescript/model-info/get-model-info	Get Model Info \| LM Studio Docs	Get information about the model	/api/og?title=Get%20Model%20Info&from=docs/typescript/model-info/ge…nformation%20about%20the%20model	Get Model Info \| LM Studio Docs	Get information about the model	/api/og?title=Get%20Model%20Info&description=Get%20information%20ab…script/model-info/get-model-info
/docs/typescript/plugins	Introduction to Plugins \| LM Studio Docs	A brief introduction to making plugins for LM Studio using TypeScript.	/api/og?title=Introduction%20to%20Plugins&from=docs/typescript/plug…M%20Studio%20using%20TypeScript.	Introduction to Plugins \| LM Studio Docs	A brief introduction to making plugins for LM Studio using TypeScript.	/api/og?title=Introduction%20to%20Plugins&description=A%20brief%20i…pt.&from=docs/typescript/plugins
/docs/typescript/plugins/custom-configuration	Introduction \| LM Studio Docs	Add custom configurations to LM Studio plugins using TypeScript	/api/og?title=Introduction&from=docs/typescript/plugins/custom-conf…o%20plugins%20using%20TypeScript	Introduction \| LM Studio Docs	Add custom configurations to LM Studio plugins using TypeScript	/api/og?title=Introduction&description=Add%20custom%20configuration…ipt/plugins/custom-configuration
/docs/typescript/plugins/custom-configuration/accessing-config	Accessing Configuration \| LM Studio Docs		/api/og?title=Accessing%20Configuration&from=docs/typescript/plugin…on/accessing-config&description=	Accessing Configuration \| LM Studio Docs		/api/og?title=Accessing%20Configuration&description=&from=docs/type…m-configuration/accessing-config
/docs/typescript/plugins/custom-configuration/config-ts	config.ts File \| LM Studio Docs		/api/og?title=config.ts%20File&from=docs/typescript/plugins/custom-…iguration/config-ts&description=	config.ts File \| LM Studio Docs		/api/og?title=config.ts%20File&description=&from=docs/typescript/pl…s/custom-configuration/config-ts
/docs/typescript/plugins/custom-configuration/defining-new-fields	Defining New Fields \| LM Studio Docs		/api/og?title=Defining%20New%20Fields&from=docs/typescript/plugins/…defining-new-fields&description=	Defining New Fields \| LM Studio Docs		/api/og?title=Defining%20New%20Fields&description=&from=docs/typesc…onfiguration/defining-new-fields
/docs/typescript/plugins/dependencies	Using npm Dependencies \| LM Studio Docs	How to use npm packages in LM Studio plugins	/api/og?title=Using%20npm%20Dependencies&from=docs/typescript/plugi…ges%20in%20LM%20Studio%20plugins	Using npm Dependencies \| LM Studio Docs	How to use npm packages in LM Studio plugins	/api/og?title=Using%20npm%20Dependencies&description=How%20to%20use…/typescript/plugins/dependencies
/docs/typescript/plugins/generator	Introduction \| LM Studio Docs	Writing generators for LM Studio plugins using TypeScript	/api/og?title=Introduction&from=docs/typescript/plugins/generator&d…o%20plugins%20using%20TypeScript	Introduction \| LM Studio Docs	Writing generators for LM Studio plugins using TypeScript	/api/og?title=Introduction&description=Writing%20generators%20for%2…ocs/typescript/plugins/generator
/docs/typescript/plugins/generator/text-only-generators	Text-only Generators \| LM Studio Docs		/api/og?title=Text-only%20Generators&from=docs/typescript/plugins/g…ext-only-generators&description=	Text-only Generators \| LM Studio Docs		/api/og?title=Text-only%20Generators&description=&from=docs/typescr…s/generator/text-only-generators
/docs/typescript/plugins/generator/tool-calling-generators	Tool calling generators \| LM Studio Docs		/api/og?title=Tool%20calling%20generators&from=docs/typescript/plug…-calling-generators&description=	Tool calling generators \| LM Studio Docs		/api/og?title=Tool%20calling%20generators&description=&from=docs/ty…enerator/tool-calling-generators
/docs/typescript/plugins/prompt-preprocessor	Introduction \| LM Studio Docs	Writing prompt preprocessors for LM Studio plugins using TypeScript	/api/og?title=Introduction&from=docs/typescript/plugins/prompt-prep…o%20plugins%20using%20TypeScript	Introduction \| LM Studio Docs	Writing prompt preprocessors for LM Studio plugins using TypeScript	/api/og?title=Introduction&description=Writing%20prompt%20preproces…ript/plugins/prompt-preprocessor
/docs/typescript/plugins/prompt-preprocessor/custom-configuration	Custom Configuration \| LM Studio Docs		/api/og?title=Custom%20Configuration&from=docs/typescript/plugins/p…ustom-configuration&description=	Custom Configuration \| LM Studio Docs		/api/og?title=Custom%20Configuration&description=&from=docs/typescr…reprocessor/custom-configuration
/docs/typescript/plugins/prompt-preprocessor/custom-status-report	Custom Status Report \| LM Studio Docs		/api/og?title=Custom%20Status%20Report&from=docs/typescript/plugins…ustom-status-report&description=	Custom Status Report \| LM Studio Docs		/api/og?title=Custom%20Status%20Report&description=&from=docs/types…reprocessor/custom-status-report
/docs/typescript/plugins/prompt-preprocessor/examples	Examples \| LM Studio Docs		/api/og?title=Examples&from=docs/typescript/plugins/prompt-preprocessor/examples&description=	Examples \| LM Studio Docs		/api/og?title=Examples&description=&from=docs/typescript/plugins/prompt-preprocessor/examples
/docs/typescript/plugins/prompt-preprocessor/handling-aborts	Handling Aborts \| LM Studio Docs		/api/og?title=Handling%20Aborts&from=docs/typescript/plugins/prompt…sor/handling-aborts&description=	Handling Aborts \| LM Studio Docs		/api/og?title=Handling%20Aborts&description=&from=docs/typescript/p…mpt-preprocessor/handling-aborts
/docs/typescript/plugins/publish-plugins	Sharing Plugins \| LM Studio Docs	How to publish your LM Studio plugins so they can be used by others	/api/og?title=Sharing%20Plugins&from=docs/typescript/plugins/publis…%20can%20be%20used%20by%20others	Sharing Plugins \| LM Studio Docs	How to publish your LM Studio plugins so they can be used by others	/api/og?title=Sharing%20Plugins&description=How%20to%20publish%20yo…pescript/plugins/publish-plugins
/docs/typescript/plugins/tools-provider	Introduction to Tools Provider \| LM Studio Docs	Writing tools providers for LM Studio plugins using TypeScript	/api/og?title=Introduction%20to%20Tools%20Provider&from=docs/typesc…o%20plugins%20using%20TypeScript	Introduction to Tools Provider \| LM Studio Docs	Writing tools providers for LM Studio plugins using TypeScript	/api/og?title=Introduction%20to%20Tools%20Provider&description=Writ…ypescript/plugins/tools-provider
/docs/typescript/plugins/tools-provider/custom-configuration	Custom Configuration \| LM Studio Docs	Add custom configuration options to your tools provider	/api/og?title=Custom%20Configuration&from=docs/typescript/plugins/t…s%20to%20your%20tools%20provider	Custom Configuration \| LM Studio Docs	Add custom configuration options to your tools provider	/api/og?title=Custom%20Configuration&description=Add%20custom%20con…ls-provider/custom-configuration
/docs/typescript/plugins/tools-provider/handling-aborts	Handling Aborts \| LM Studio Docs	Gracefully handle user-aborted tool executions in your tools provider	/api/og?title=Handling%20Aborts&from=docs/typescript/plugins/tools-…s%20in%20your%20tools%20provider	Handling Aborts \| LM Studio Docs	Gracefully handle user-aborted tool executions in your tools provider	/api/og?title=Handling%20Aborts&description=Gracefully%20handle%20u…s/tools-provider/handling-aborts
/docs/typescript/plugins/tools-provider/multiple-tools	Multiple Tools \| LM Studio Docs		/api/og?title=Multiple%20Tools&from=docs/typescript/plugins/tools-p…ider/multiple-tools&description=	Multiple Tools \| LM Studio Docs		/api/og?title=Multiple%20Tools&description=&from=docs/typescript/pl…ns/tools-provider/multiple-tools
/docs/typescript/plugins/tools-provider/single-tool	Single Tool \| LM Studio Docs		/api/og?title=Single%20Tool&from=docs/typescript/plugins/tools-provider/single-tool&description=	Single Tool \| LM Studio Docs		/api/og?title=Single%20Tool&description=&from=docs/typescript/plugins/tools-provider/single-tool
/docs/typescript/plugins/tools-provider/status-reports-and-warnings	Status Reports & Warnings \| LM Studio Docs		/api/og?title=Status%20Reports%20&%20Warnings&from=docs/typescript/…eports-and-warnings&description=	Status Reports & Warnings \| LM Studio Docs		/api/og?title=Status%20Reports%20&%20Warnings&description=&from=doc…ider/status-reports-and-warnings
/docs/typescript/project-setup	Project Setup \| LM Studio Docs	Set up your lmstudio-js app or script.	/api/og?title=Project%20Setup&from=docs/typescript/project-setup&de…lmstudio-js%20app%20or%20script.	Project Setup \| LM Studio Docs	Set up your lmstudio-js app or script.	/api/og?title=Project%20Setup&description=Set%20up%20your%20lmstudi…om=docs/typescript/project-setup
/docs/typescript/tokenization	Tokenization \| LM Studio Docs	Tokenize text using a model's tokenizer	/api/og?title=Tokenization&from=docs/typescript/tokenization&descri…sing%20a%20model%27s%20tokenizer	Tokenization \| LM Studio Docs	Tokenize text using a model's tokenizer	/api/og?title=Tokenization&description=Tokenize%20text%20using%20a%…rom=docs/typescript/tokenization
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Heading structure	Count	Errors 🔽	URL
<h1> API Changelog [#api-changelog] <h3> Anthropic-compatible API [#anthropic-compatible-api] <h3> LM Studio native v1 REST API [#lm-studio-native-v1-rest-api] <h3> OpenAI /v1/responses and variant listing [#openai-v1responses-and-variant-listing] <h3> CLI: model resource estimates, status, and interrupts [#cli-model-resource-estimates-status-and-interrupts] <h3> CLI log streaming: server + model [#cli-log-streaming-server--model] <h3> New model support (API) [#new-model-support-api] <h3> Seed‑OSS tool‑calling and template fixes [#seedoss-toolcalling-and-template-fixes] <h3> Reasoning content and tool‑calling reliability [#reasoning-content-and-toolcalling-reliability] <h3> Bug fixes for streaming and tool calls [#bug-fixes-for-streaming-and-tool-calls] <h3> Streaming options and tool‑calling improvements [#streaming-options-and-toolcalling-improvements] <h3> Tool‑calling reliability and token‑count updates [#toolcalling-reliability-and-tokencount-updates] <h3> Model capabilities in GET /models [#model-capabilities-in-get-models] <h3> Improved Tool Use API Support [#improved-tool-use-api-support] <h3> [API/SDK] Preset Support [#apisdk-preset-support] <h3> Speculative Decoding API [#speculative-decoding-api] <h3> Idle TTL and Auto Evict [#idle-ttl-and-auto-evict] <h3> Separate reasoning_content in Chat Completion responses [#separate-reasoningcontent-in-chat-completion-responses] <h3> Tool and Function Calling API [#tool-and-function-calling-api] <h3> Introducing lms get: download models from the terminal [#introducing-lms-get-download-models-from-the-terminal]	20	19	/docs/developer/api-changelog
<h1> Streaming events [#streaming-events] <h3> chat.start [#chatstart] <h3> model_load.start [#modelloadstart] <h3> model_load.progress [#modelloadprogress] <h3> model_load.end [#modelloadend] <h3> prompt_processing.start [#promptprocessingstart] <h3> prompt_processing.progress [#promptprocessingprogress] <h3> prompt_processing.end [#promptprocessingend] <h3> reasoning.start [#reasoningstart] <h3> reasoning.delta [#reasoningdelta] <h3> reasoning.end [#reasoningend] <h3> tool_call.start [#toolcallstart] <h3> tool_call.arguments [#toolcallarguments] <h3> tool_call.success [#toolcallsuccess] <h3> tool_call.failure [#toolcallfailure] <h3> message.start [#messagestart] <h3> message.delta [#messagedelta] <h3> message.end [#messageend] <h3> error [#error] <h3> chat.end [#chatend]	20	19	/docs/developer/rest/streaming-events
<h1> lms chat [#lms-chat] <h3> Flags [#flags] <h3> Start an interactive chat [#start-an-interactive-chat] <h3> Chat with a specific model [#chat-with-a-specific-model] <h3> Send a single prompt and exit [#send-a-single-prompt-and-exit] <h3> Set a system prompt [#set-a-system-prompt] <h3> Keep the model loaded after chatting [#keep-the-model-loaded-after-chatting] <h3> Pipe input from another command [#pipe-input-from-another-command]	8	7	/docs/cli/local-models/chat
<h1> Manage chats [#manage-chats] <h3> Create a new chat [#create-a-new-chat] <h3> Create a folder [#create-a-folder] <h3> Drag and drop [#drag-and-drop] <h3> Duplicate chats [#duplicate-chats] <h3> Split view in chat [#split-view-in-chat] <h2> FAQ [#faq] <h2> Conversations folder filesystem path [#conversations-folder-filesystem-path] <h3> Community [#community]	9	5	/docs/app/basics/chat
<h1> Configuring the Model [#configuring-the-model] <h1> Inference Parameters [#inference-parameters] <h1> Load Parameters [#load-parameters] <h3> Set Load Parameters with .model() [#set-load-parameters-with-model] <h3> Set Load Parameters with .load() [#set-load-parameters-with-load]	5	5	/docs/typescript/llm-prediction/parameters
<h1> Configuring the Model [#configuring-the-model] <h1> Inference Parameters [#inference-parameters] <h1> Load Parameters [#load-parameters] <h3> Set Load Parameters with .model() [#set-load-parameters-with-model] <h3> Set Load Parameters with .load_new_instance() [#set-load-parameters-with-loadnewinstance]	5	5	/docs/python/llm-prediction/parameters
<h1> lms import [#lms-import] <h3> Flags [#flags] <h3> Import a model file [#import-a-model-file] <h3> Keep the original file [#keep-the-original-file] <h3> Pick the target folder yourself [#pick-the-target-folder-yourself] <h3> Dry run before importing [#dry-run-before-importing]	6	5	/docs/cli/local-models/import
<h1> Download an LLM [#download-an-llm] <h3> Searching for models [#searching-for-models] <h3> Which download option to choose? [#which-download-option-to-choose] <h3> Changing the models directory [#changing-the-models-directory] <h3> Community [#community]	5	4	/docs/app/basics/download-model
<h1> Claude Code [#claude-code] <h3> 1) Start LM Studio's local server [#1-start-lm-studios-local-server] <h3> 2) Configure Claude Code [#2-configure-claude-code] <h3> 3) Run Claude Code against a local model [#3-run-claude-code-against-a-local-model] <h3> 4) If Require Authentication is enabled, use your LM Studio API token [#4-if-require-authentication-is-enabled-use-your-lm-studio-api-token]	5	4	/docs/integrations/claude-code
<h1> Structured Output [#structured-output] <h3> Start LM Studio as a server [#start-lm-studio-as-a-server] <h3> Structured Output [#structured-output] <h3> Structured output engine [#structured-output-engine] <h3> Community [#community]	5	4	/docs/developer/openai-compat/structured-output
<h1> lms log stream [#lms-log-stream] <h3> Flags [#flags] <h3> Quick start [#quick-start] <h3> Filter model logs [#filter-model-logs] <h3> JSON output and stats [#json-output-and-stats]	5	4	/docs/cli/serve/log-stream
<h1> lms runtime [#lms-runtime] <h3> Commands [#commands] <h3> List installed runtimes [#list-installed-runtimes] <h3> Download a runtime [#download-a-runtime] <h3> Switch to a runtime [#switch-to-a-runtime]	5	4	/docs/cli/runtime/runtime
<h1> Prompt Template [#prompt-template] <h3> Overriding the Prompt Template for a Specific Model [#overriding-the-prompt-template-for-a-specific-model] <h3> Customize the Prompt Template [#customize-the-prompt-template] <h3> Prompt template options [#prompt-template-options]	4	3	/docs/app/advanced/prompt-template
<h1> Use MCP Servers [#use-mcp-servers] <h3> Be cautious [#be-cautious] <h1> Use MCP servers in LM Studio [#use-mcp-servers-in-lm-studio] <h2> Install new servers: mcp.json [#install-new-servers-mcpjson] <h3> Example MCP to try: Hugging Face MCP Server [#example-mcp-to-try-hugging-face-mcp-server] <h2> Gotchas and Troubleshooting [#gotchas-and-troubleshooting]	6	3	/docs/app/mcp
<h1> Parallel Requests [#parallel-requests] <h3> Parallel Requests via Continuous Batching [#parallel-requests-via-continuous-batching] <h3> Setting Max Concurrent Predictions [#setting-max-concurrent-predictions] <h3> Sending parallel requests to chats in Split View [#sending-parallel-requests-to-chats-in-split-view]	4	3	/docs/app/advanced/parallel-requests
<h1> Import Models [#import-models] <h3> Use lms import (experimental) [#use-lms-import-experimental] <h3> LM Studio's expected models directory structure [#lm-studios-expected-models-directory-structure] <h3> Community [#community]	4	3	/docs/app/advanced/import-model
<h1> Authentication [#authentication] <h3> Require Authentication for each request [#require-authentication-for-each-request] <h3> Creating API Tokens [#creating-api-tokens] <h3> Configuring API Token Permissions [#configuring-api-token-permissions] <h2> API Token Usage [#api-token-usage] <h3> Using API Tokens with REST API: [#using-api-tokens-with-rest-api] <h3> Using API Tokens with Python SDK [#using-api-tokens-with-python-sdk] <h3> Using API Tokens with TypeScript SDK [#using-api-tokens-with-typescript-sdk]	8	3	/docs/developer/core/authentication
<h1> lms push (Beta) [#lms-push-beta] <h3> Publish the current folder [#publish-the-current-folder] <h3> Flags [#flags] <h3> Advanced [#advanced]	4	3	/docs/cli/develop-and-publish/push
<h1> lms dev (Beta) [#lms-dev-beta] <h3> Run the dev plugin server [#run-the-dev-plugin-server] <h3> Install the plugin instead of running dev [#install-the-plugin-instead-of-running-dev] <h3> Flags [#flags]	4	3	/docs/cli/develop-and-publish/dev
<h1> lms login [#lms-login] <h3> Sign in with the browser [#sign-in-with-the-browser] <h3> "CI style" login with pre-authenticated keys [#ci-style-login-with-pre-authenticated-keys] <h3> Advanced Flags [#advanced-flags]	4	3	/docs/cli/develop-and-publish/login
<h1> lms clone [#lms-clone] <h3> Flags [#flags] <h3> Clone the latest revision [#clone-the-latest-revision] <h3> Clone into a specific directory [#clone-into-a-specific-directory]	4	3	/docs/cli/develop-and-publish/clone
<h1> Sharing Plugins [#sharing-plugins] <h3> Changing Plugin Names [#changing-plugin-names] <h3> Publishing Plugins to an Organization [#publishing-plugins-to-an-organization] <h3> Private Plugins [#private-plugins]	4	3	/docs/typescript/plugins/publish-plugins
<h1> User or Developer [#user-or-developer] <h3> Enable Developer Mode [#enable-developer-mode] <h3> Which mode should I choose? [#which-mode-should-i-choose]	3	2	/docs/app/user-interface/modes
<h1> Add to LM Studio Button [#add-to-lm-studio-button] <h1> Generate your own MCP install link [#generate-your-own-mcp-install-link] <h2> Try an example [#try-an-example] <h3> Deeplink format [#deeplink-format]	4	2	/docs/app/mcp/deeplink
<h1> lmstudio-python (Python SDK) [#lmstudio-python-python-sdk] <h2> Installing the SDK [#installing-the-sdk] <h2> Features [#features] <h2> Quick Example: Chat with a Llama Model [#quick-example-chat-with-a-llama-model] <h3> Getting Local Models [#getting-local-models] <h1> Interactive Convenience, Deterministic Resource Management, or Structured Concurrency? [#interactive-convenience-deterministic-resource-management-or-structured-concurrency] <h2> Timeouts in the synchronous API [#timeouts-in-the-synchronous-api] <h2> Timeouts in the asynchronous API [#timeouts-in-the-asynchronous-api]	8	2	/docs/python
<h1> Offline Operation [#offline-operation] <h3> Operations that do NOT require connectivity [#operations-that-do-not-require-connectivity] <h3> Operations that require connectivity [#operations-that-require-connectivity]	3	2	/docs/app/offline
<h1> Publish a model.yaml [#publish-a-modelyaml] <h1> Quickstart [#quickstart] <h2> Change the publisher to your user [#change-the-publisher-to-your-user] <h2> Sign in [#sign-in] <h2> Publish your model [#publish-your-model] <h3> Override metadata at publish time [#override-metadata-at-publish-time] <h2> Downloading a model and using it in LM Studio [#downloading-a-model-and-using-it-in-lm-studio]	7	2	/docs/app/modelyaml/publish
<h1> Importing and Sharing [#importing-and-sharing] <h1> Import Presets [#import-presets] <h2> Import Presets from File [#import-presets-from-file] <h2> Import Presets from URL [#import-presets-from-url] <h3> Using lms CLI [#using-lms-cli] <h3> Find your config-presets directory [#find-your-config-presets-directory] <h3> Where Hub shared presets are stored [#where-hub-shared-presets-are-stored]	7	2	/docs/app/presets/import
<h1> Codex [#codex] <h3> 1) Start LM Studio's local server [#1-start-lm-studios-local-server] <h3> 2) Run Codex against a local model [#2-run-codex-against-a-local-model]	3	2	/docs/integrations/codex
<h1> LM Studio as a Local LLM API Server [#lm-studio-as-a-local-llm-api-server] <h3> Running the server [#running-the-server] <h3> API options [#api-options]	3	2	/docs/developer/core/server
<h1> Examples [#examples] <h3> Example: Inject Current Time [#example-inject-current-time] <h3> Example: Replace Trigger Words [#example-replace-trigger-words]	3	2	/docs/typescript/plugins/prompt-preprocessor/examples
<h1> Per-model Defaults [#per-model-defaults] <h3> Setting default parameters for a model [#setting-default-parameters-for-a-model] <h2> Advanced Topics [#advanced-topics] <h3> Changing load settings before loading a model [#changing-load-settings-before-loading-a-model] <h3> Saving your changes as the default settings for a model [#saving-your-changes-as-the-default-settings-for-a-model] <h3> Community [#community]	6	1	/docs/app/advanced/per-model
<h1> LM Studio in your language [#lm-studio-in-your-language] <h3> Selecting a Language [#selecting-a-language]	2	1	/docs/app/user-interface/languages
<h1> Color Themes [#color-themes] <h3> Selecting a Theme [#selecting-a-theme]	2	1	/docs/app/user-interface/themes
<h1> Embedding [#embedding] <h3> Prerequisite: Get an Embedding Model [#prerequisite-get-an-embedding-model] <h2> Create Embeddings [#create-embeddings]	3	1	/docs/typescript/embedding
<h1> Image Input [#image-input] <h3> Prerequisite: Get a VLM (Vision-Language Model) [#prerequisite-get-a-vlm-vision-language-model] <h2> 1. Instantiate the Model [#1-instantiate-the-model] <h2> 2. Prepare the Image [#2-prepare-the-image] <h2> 3. Pass the Image to the Model in .respond() [#3-pass-the-image-to-the-model-in-respond]	5	1	/docs/typescript/llm-prediction/image-input
<h1> LLMPredictionConfigInput [#llmpredictionconfiginput] <h3> Fields [#fields]	2	1	/docs/typescript/api-reference/llm-prediction-config-input
<h1> LLMLoadModelConfig [#llmloadmodelconfig] <h3> Parameters [#parameters]	2	1	/docs/typescript/api-reference/llm-load-model-config
<h1> Embedding [#embedding] <h3> Prerequisite: Get an Embedding Model [#prerequisite-get-an-embedding-model] <h2> Create Embeddings [#create-embeddings]	3	1	/docs/python/embedding
<h1> Image Input [#image-input] <h3> Prerequisite: Get a VLM (Vision-Language Model) [#prerequisite-get-a-vlm-vision-language-model] <h2> 1. Instantiate the Model [#1-instantiate-the-model] <h2> 2. Prepare the Image [#2-prepare-the-image] <h2> 3. Pass the Image to the Model in .respond() [#3-pass-the-image-to-the-model-in-respond]	5	1	/docs/python/llm-prediction/image-input
<h1> Anthropic Compatibility Endpoints [#anthropic-compatibility-endpoints] <h3> Supported endpoints [#supported-endpoints] <h2> Using Claude Code with LM Studio [#using-claude-code-with-lm-studio] <h2> Authentication headers [#authentication-headers] <h2> Set the base URL to point to LM Studio [#set-the-base-url-to-point-to-lm-studio] <h3> cURL example [#curl-example] <h3> Python example [#python-example]	7	1	/docs/developer/anthropic-compat
<h1> REST API v0 [#rest-api-v0] <h3> Start the REST API server [#start-the-rest-api-server] <h2> Endpoints [#endpoints] <h3> GET /api/v0/models [#get-apiv0models] <h3> GET /api/v0/models/{model} [#get-apiv0modelsmodel] <h3> POST /api/v0/chat/completions [#post-apiv0chatcompletions] <h3> POST /api/v0/completions [#post-apiv0completions] <h3> POST /api/v0/embeddings [#post-apiv0embeddings]	8	1	/docs/developer/rest/endpoints
<h1> OpenAI Compatibility Endpoints [#openai-compatibility-endpoints] <h3> Supported endpoints [#supported-endpoints] <h2> Set the base url to point to LM Studio [#set-the-base-url-to-point-to-lm-studio] <h3> Python Example [#python-example] <h3> Typescript Example [#typescript-example] <h3> cURL Example [#curl-example] <h2> Using Codex with LM Studio [#using-codex-with-lm-studio]	7	1	/docs/developer/openai-compat
<h1> Chat Completions [#chat-completions] <h3> Supported payload parameters [#supported-payload-parameters]	2	1	/docs/developer/openai-compat/chat-completions
<h1> lms link status [#lms-link-status] <h3> Flags [#flags] <h2> Check status [#check-status] <h3> JSON output [#json-output] <h3> Enable or disable LM Link [#enable-or-disable-lm-link] <h3> Learn more [#learn-more]	6	1	/docs/cli/link/link-status
<h1> lms daemon status [#lms-daemon-status] <h3> Flags [#flags] <h2> Check daemon status [#check-daemon-status] <h3> JSON output [#json-output] <h3> Start or stop the daemon [#start-or-stop-the-daemon]	5	1	/docs/cli/daemon/daemon-status
<h1> lms daemon up [#lms-daemon-up] <h3> Flags [#flags] <h2> Start the daemon [#start-the-daemon] <h3> JSON output [#json-output] <h3> Check the daemon status [#check-the-daemon-status] <h3> Learn more [#learn-more]	6	1	/docs/cli/daemon/daemon-up
<h1> lms daemon update [#lms-daemon-update] <h3> Flags [#flags] <h2> Update the daemon [#update-the-daemon] <h3> Update to the beta channel [#update-to-the-beta-channel] <h3> After updating [#after-updating]	5	1	/docs/cli/daemon/daemon-update
<h1> lms load [#lms-load] <h3> Flags [#flags] <h2> Load a model [#load-a-model] <h3> Set a custom identifier [#set-a-custom-identifier] <h3> Set context length [#set-context-length] <h3> Set GPU offload [#set-gpu-offload] <h3> Set TTL [#set-ttl] <h3> Estimate resources without loading [#estimate-resources-without-loading] <h2> Unload models [#unload-models] <h3> Flags [#flags] <h3> Unload a specific model [#unload-a-specific-model] <h3> Unload all models [#unload-all-models] <h3> Unload from a remote LM Studio instance [#unload-from-a-remote-lm-studio-instance] <h2> Operate on a remote LM Studio instance [#operate-on-a-remote-lm-studio-instance]	14	1	/docs/cli/local-models/load
<h1> lms server start [#lms-server-start] <h3> Flags [#flags] <h2> Start the server [#start-the-server] <h3> Specify a custom port [#specify-a-custom-port] <h3> Enable CORS support [#enable-cors-support] <h3> Check the server status [#check-the-server-status]	6	1	/docs/cli/serve/server-start
<h1> lms get [#lms-get] <h3> Flags [#flags] <h2> Download a model [#download-a-model] <h3> Specify quantization [#specify-quantization] <h3> Filter by format [#filter-by-format] <h3> Control search results [#control-search-results]	6	1	/docs/cli/local-models/get
<h1> lms server status [#lms-server-status] <h3> Flags [#flags] <h2> Check server status [#check-server-status] <h3> Example usage [#example-usage] <h3> JSON output [#json-output] <h3> Control logging output [#control-logging-output]	6	1	/docs/cli/serve/server-status
<h1> lms ls [#lms-ls] <h3> Flags [#flags] <h2> List all models [#list-all-models] <h3> Filter by model type [#filter-by-model-type] <h3> Additional output formats [#additional-output-formats] <h2> Operate on a remote LM Studio instance [#operate-on-a-remote-lm-studio-instance]	6	1	/docs/cli/local-models/ls
<h1> lms daemon down [#lms-daemon-down] <h3> Learn more [#learn-more]	2	1	/docs/cli/daemon/daemon-down
<h1> Introduction [#introduction] <h3> Examples [#examples]	2	1	/docs/typescript/plugins/prompt-preprocessor
<h1> Server Settings [#server-settings] <h3> Settings information [#settings-information]	2	1	/docs/developer/core/server/settings
<h1> Welcome to LM Studio Docs! [#welcome-to-lm-studio-docs] <h2> What can I do with LM Studio? [#what-can-i-do-with-lm-studio] <h2> System requirements [#system-requirements] <h2> Run llama.cpp (GGUF) or MLX models [#run-llamacpp-gguf-or-mlx-models] <h2> LM Studio as an MCP client [#lm-studio-as-an-mcp-client] <h2> Run an LLM like gpt-oss, Llama, Qwen, Mistral, or DeepSeek R1 on your computer [#run-an-llm-like-gpt-oss-llama-qwen-mistral-or-deepseek-r1-on-your-computer] <h2> Chat with documents entirely offline on your computer [#chat-with-documents-entirely-offline-on-your-computer] <h2> Run LM Studio without the GUI (llmster) [#run-lm-studio-without-the-gui-llmster] <h2> Use LM Studio's API from your own apps and scripts [#use-lm-studios-api-from-your-own-apps-and-scripts] <h2> Community [#community]	10	0	/docs/app
<h1> Get started with LM Studio [#get-started-with-lm-studio] <h2> Getting up and running [#getting-up-and-running] <h3> 1. Download an LLM to your computer [#1-download-an-llm-to-your-computer] <h3> 2. Load a model to memory [#2-load-a-model-to-memory] <h3> 3. Chat! [#3-chat] <h3> Community [#community]	6	0	/docs/app/basics
<h1> Integrations [#integrations] <h2> Available Integrations [#available-integrations]	2	0	/docs/integrations
<h1> Push New Revisions [#push-new-revisions] <h2> Published Presets [#published-presets] <h2> Step 1: Make Changes and Commit [#step-1-make-changes-and-commit] <h2> Step 2: Click the Push Button [#step-2-click-the-push-button]	4	0	/docs/app/presets/push
<h1> Chat with Documents [#chat-with-documents] <h2> Terminology [#terminology] <h2> RAG vs. Full document 'in context' [#rag-vs-full-document-in-context] <h2> Tip for successful RAG [#tip-for-successful-rag]	4	0	/docs/app/basics/rag
<h1> System Requirements [#system-requirements] <h2> macOS [#macos] <h2> Windows [#windows] <h2> Linux [#linux]	4	0	/docs/app/system-requirements
<h1> Publish Your Presets [#publish-your-presets] <h2> Step 1: Click the Publish Button [#step-1-click-the-publish-button] <h2> Step 2: Set the Preset Details [#step-2-set-the-preset-details]	3	0	/docs/app/presets/publish
<h1> Pull Updates [#pull-updates] <h2> How to Pull Updates [#how-to-pull-updates] <h2> Your Presets vs Others' [#your-presets-vs-others]	3	0	/docs/app/presets/pull
<h1> lmstudio-js (TypeScript SDK) [#lmstudio-js-typescript-sdk] <h2> Installing the SDK [#installing-the-sdk] <h2> Features [#features] <h2> Quick Example: Chat with a Llama Model [#quick-example-chat-with-a-llama-model] <h3> Getting Local Models [#getting-local-models]	5	0	/docs/typescript
<h1> Speculative Decoding [#speculative-decoding] <h2> What is Speculative Decoding [#what-is-speculative-decoding] <h2> How to enable Speculative Decoding [#how-to-enable-speculative-decoding] <h3> Finding compatible draft models [#finding-compatible-draft-models] <h2> Key factors affecting performance [#key-factors-affecting-performance] <h3> An important trade-off [#an-important-trade-off] <h3> Prompt dependent [#prompt-dependent]	7	0	/docs/app/advanced/speculative-decoding
<h1> LM Studio Developer Docs [#lm-studio-developer-docs] <h2> Get to know the stack [#get-to-know-the-stack] <h2> What you can build [#what-you-can-build] <h2> Install llmster for headless deployments [#install-llmster-for-headless-deployments] <h2> Super quick start [#super-quick-start] <h3> TypeScript (lmstudio-js) [#typescript-lmstudio-js] <h3> Python (lmstudio-python) [#python-lmstudio-python] <h3> HTTP (LM Studio REST API) [#http-lm-studio-rest-api] <h2> Helpful links [#helpful-links]	9	0	/docs/developer
<h1> lms — LM Studio's CLI [#lms--lm-studios-cli] <h2> Install lms [#install-lms] <h2> Open source [#open-source] <h2> Command quick links [#command-quick-links] <h3> Verify the installation [#verify-the-installation] <h2> Use lms to automate and debug your workflows [#use-lms-to-automate-and-debug-your-workflows] <h3> Start and stop the local server [#start-and-stop-the-local-server] <h3> List the local models on the machine [#list-the-local-models-on-the-machine] <h3> List the currently loaded models [#list-the-currently-loaded-models] <h3> Load a model (with options) [#load-a-model-with-options] <h3> Unload a model [#unload-a-model]	11	0	/docs/cli
<h1> Introduction to model.yaml [#introduction-to-modelyaml] <h2> Core fields [#core-fields] <h3> model [#model] <h3> base [#base] <h3> metadataOverrides [#metadataoverrides] <h3> config [#config] <h3> customFields [#customfields] <h2> Complete example [#complete-example]	8	0	/docs/app/modelyaml
<h1> LM Link [#lm-link] <h2> What can I do with LM Link? [#what-can-i-do-with-lm-link] <h2> Use Cases [#use-cases] <h2> Use LM Link with [#use-lm-link-with]	4	0	/docs/lmlink
<h1> Config Presets [#config-presets] <h2> Saving, resetting, and deselecting Presets [#saving-resetting-and-deselecting-presets] <h2> Importing, Publishing, and Updating Downloaded Presets [#importing-publishing-and-updating-downloaded-presets] <h2> Example: Build your own Prompt Library [#example-build-your-own-prompt-library] <h2> Where Presets are stored [#where-presets-are-stored] <h3> Migration from LM Studio 0.2.* Presets [#migration-from-lm-studio-02-presets] <h3> Community [#community]	7	0	/docs/app/presets
<h1> Run LM Studio as a service (headless) [#run-lm-studio-as-a-service-headless] <h2> Option 1: llmster (recommended) [#option-1-llmster-recommended] <h3> Install llmster [#install-llmster] <h3> Start llmster [#start-llmster] <h2> Option 2: Desktop app in headless mode [#option-2-desktop-app-in-headless-mode] <h3> Run the LLM service on machine login [#run-the-llm-service-on-machine-login] <h3> Auto Server Start [#auto-server-start] <h2> Just-In-Time (JIT) model loading for REST endpoints [#just-in-time-jit-model-loading-for-rest-endpoints] <h3> Community [#community]	9	0	/docs/developer/core/headless
<h1> Using LM Link with Integrations [#using-lm-link-with-integrations] <h2> Use your integration as normal [#use-your-integration-as-normal] <h3> Claude Code [#claude-code] <h3> Codex [#codex] <h2> Set a preferred device [#set-a-preferred-device]	5	0	/docs/integrations/lmlink
<h1> Chat Completions [#chat-completions] <h2> Quick Example: Generate a Chat Response [#quick-example-generate-a-chat-response] <h2> Obtain a Model [#obtain-a-model] <h2> Manage Chat Context [#manage-chat-context] <h2> Generate a response [#generate-a-response] <h2> Customize Inferencing Parameters [#customize-inferencing-parameters] <h2> Print prediction stats [#print-prediction-stats] <h2> Example: Multi-turn Chat [#example-multi-turn-chat]	8	0	/docs/typescript/llm-prediction/chat-completion
<h1> Authentication [#authentication] <h2> Providing the API Token [#providing-the-api-token]	2	0	/docs/typescript/authentication
<h1> Tokenization [#tokenization] <h2> Tokenize [#tokenize] <h2> Count tokens [#count-tokens] <h3> Example: Count Context [#example-count-context]	4	0	/docs/typescript/tokenization
<h1> Get Context Length [#get-context-length] <h2> Use the getContextLength() Function on the Model Object [#use-the-getcontextlength-function-on-the-model-object] <h3> Example: Check if the input will fit in the model's context window [#example-check-if-the-input-will-fit-in-the-models-context-window]	3	0	/docs/typescript/model-info/get-context-length
<h1> Working with Chats [#working-with-chats] <h2> Option 1: Array of Messages [#option-1-array-of-messages] <h2> Option 2: Input a Single String [#option-2-input-a-single-string] <h2> Option 3: Using the Chat Helper Class [#option-3-using-the-chat-helper-class]	4	0	/docs/typescript/llm-prediction/working-with-chats
<h1> The .act() call [#the-act-call] <h2> Automatic tool calling [#automatic-tool-calling] <h3> Quick Example [#quick-example] <h3> What does it mean for an LLM to "use a tool"? [#what-does-it-mean-for-an-llm-to-use-a-tool] <h3> Important: Model Selection [#important-model-selection] <h3> Example: Multiple Tools [#example-multiple-tools] <h3> Example: Chat Loop with Create File Tool [#example-chat-loop-with-create-file-tool]	7	0	/docs/typescript/agent/act
<h1> Using npm Dependencies [#using-npm-dependencies] <h2> Add dependencies to your plugin with npm [#add-dependencies-to-your-plugin-with-npm] <h3> postinstall scripts [#postinstall-scripts] <h2> Using Other Package Managers [#using-other-package-managers]	4	0	/docs/typescript/plugins/dependencies
<h1> List Loaded Models [#list-loaded-models] <h2> List Models Currently Loaded in Memory [#list-models-currently-loaded-in-memory]	2	0	/docs/typescript/manage-models/list-loaded
<h1> Cancelling Predictions [#cancelling-predictions] <h2> 1. Call .cancel() on the prediction [#1-call-cancel-on-the-prediction] <h2> 2. Use an AbortController [#2-use-an-abortcontroller]	3	0	/docs/typescript/llm-prediction/cancelling-predictions
<h1> Structured Response [#structured-response] <h2> Enforce Using a zod Schema [#enforce-using-a-zod-schema] <h2> Enforce Using a JSON Schema [#enforce-using-a-json-schema]	3	0	/docs/typescript/llm-prediction/structured-response
<h1> Manage Models in Memory [#manage-models-in-memory] <h2> Get the Current Model with .model() [#get-the-current-model-with-model] <h2> Get a Specific Model with .model("model-key") [#get-a-specific-model-with-modelmodel-key] <h2> Load a New Instance of a Model with .load() [#load-a-new-instance-of-a-model-with-load] <h3> Note about Instance Identifiers [#note-about-instance-identifiers] <h2> Unload a Model from Memory with .unload() [#unload-a-model-from-memory-with-unload] <h2> Set Custom Load Config Parameters [#set-custom-load-config-parameters] <h2> Set an Auto Unload Timer (TTL) [#set-an-auto-unload-timer-ttl]	8	0	/docs/typescript/manage-models/loading
<h1> Speculative Decoding [#speculative-decoding]	1	0	/docs/typescript/llm-prediction/speculative-decoding
<h1> Introduction to Plugins [#introduction-to-plugins] <h2> Getting Started [#getting-started] <h3> Create a new plugin [#create-a-new-plugin] <h3> Run a plugin in development mode [#run-a-plugin-in-development-mode] <h2> Next Steps [#next-steps]	5	0	/docs/typescript/plugins
<h1> Tool Definition [#tool-definition] <h2> Anatomy of a Tool [#anatomy-of-a-tool] <h2> Tools with External Effects (like Computer Use or API Calls) [#tools-with-external-effects-like-computer-use-or-api-calls] <h2> Example: createFileTool [#example-createfiletool] <h3> Tool Definition [#tool-definition] <h3> Example code using the createFile tool: [#example-code-using-the-createfile-tool]	6	0	/docs/typescript/agent/tools
<h1> List Local Models [#list-local-models] <h2> Available Model on the Local Machine [#available-model-on-the-local-machine] <h3> Example output: [#example-output]	3	0	/docs/typescript/manage-models/list-downloaded
<h1> Get Model Info [#get-model-info]	1	0	/docs/typescript/model-info/get-model-info
<h1> Generate Completions [#generate-completions] <h2> 1. Instantiate a Model [#1-instantiate-a-model] <h2> 2. Generate a Completion [#2-generate-a-completion] <h2> 3. Print Prediction Stats [#3-print-prediction-stats] <h2> Example: Get an LLM to Simulate a Terminal [#example-get-an-llm-to-simulate-a-terminal]	5	0	/docs/typescript/llm-prediction/completion
<h1> Project Setup [#project-setup] <h2> Creating a New node Project [#creating-a-new-node-project] <h2> Add lmstudio-js to an Exiting Project [#add-lmstudio-js-to-an-exiting-project]	3	0	/docs/typescript/project-setup
<h1> List Loaded Models [#list-loaded-models] <h2> List Models Currently Loaded in Memory [#list-models-currently-loaded-in-memory]	2	0	/docs/python/manage-models/list-loaded
<h1> Authentication [#authentication] <h2> Providing the API Token [#providing-the-api-token]	2	0	/docs/python/getting-started/authentication
<h1> Chat Completions [#chat-completions] <h2> Quick Example: Generate a Chat Response [#quick-example-generate-a-chat-response] <h2> Streaming a Chat Response [#streaming-a-chat-response] <h2> Cancelling a Chat Response [#cancelling-a-chat-response] <h2> Obtain a Model [#obtain-a-model] <h2> Manage Chat Context [#manage-chat-context] <h2> Generate a response [#generate-a-response] <h2> Customize Inferencing Parameters [#customize-inferencing-parameters] <h2> Print prediction stats [#print-prediction-stats] <h2> Example: Multi-turn Chat [#example-multi-turn-chat] <h3> Progress Callbacks [#progress-callbacks]	11	0	/docs/python/llm-prediction/chat-completion
<h1> Get Load Config [#get-load-config]	1	0	/docs/python/model-info/get-load-config
<h1> Using lmstudio-python in REPL [#using-lmstudio-python-in-repl]	1	0	/docs/python/getting-started/repl
<h1> Project Setup [#project-setup] <h2> Installing lmstudio-python [#installing-lmstudio-python] <h2> Customizing the server API host and TCP port [#customizing-the-server-api-host-and-tcp-port] <h3> Checking a specified API server host is running [#checking-a-specified-api-server-host-is-running] <h3> Determining the default local API server port [#determining-the-default-local-api-server-port]	5	0	/docs/python/getting-started/project-setup
<h1> Text Completions [#text-completions] <h2> 1. Instantiate a Model [#1-instantiate-a-model] <h2> 2. Generate a Completion [#2-generate-a-completion] <h2> 3. Print Prediction Stats [#3-print-prediction-stats] <h2> Example: Get an LLM to Simulate a Terminal [#example-get-an-llm-to-simulate-a-terminal] <h2> Customize Inferencing Parameters [#customize-inferencing-parameters] <h3> Progress Callbacks [#progress-callbacks]	7	0	/docs/python/llm-prediction/completion
<h1> List Downloaded Models [#list-downloaded-models] <h2> Available Models on the LM Studio Server [#available-models-on-the-lm-studio-server] <h3> Example output: [#example-output]	3	0	/docs/python/manage-models/list-downloaded
<h1> Tokenization [#tokenization] <h2> Tokenize [#tokenize] <h2> Count tokens [#count-tokens] <h3> Example: count context [#example-count-context]	4	0	/docs/python/tokenization
<h1> Speculative Decoding [#speculative-decoding]	1	0	/docs/python/llm-prediction/speculative-decoding
<h1> The .act() call [#the-act-call] <h2> Automatic tool calling [#automatic-tool-calling] <h3> Quick Example [#quick-example] <h3> What does it mean for an LLM to "use a tool"? [#what-does-it-mean-for-an-llm-to-use-a-tool] <h3> Running multiple tool calls in parallel [#running-multiple-tool-calls-in-parallel] <h3> Important: Model Selection [#important-model-selection] <h3> Example: Multiple Tools [#example-multiple-tools] <h3> Example: Chat Loop with Create File Tool [#example-chat-loop-with-create-file-tool] <h3> Progress Callbacks [#progress-callbacks]	9	0	/docs/python/agent/act
<h1> Manage Models in Memory [#manage-models-in-memory] <h2> Get the Current Model with .model() [#get-the-current-model-with-model] <h2> Get a Specific Model with .model("model-key") [#get-a-specific-model-with-modelmodel-key] <h2> Load a New Instance of a Model with .load_new_instance() [#load-a-new-instance-of-a-model-with-loadnewinstance] <h3> Note about Instance Identifiers [#note-about-instance-identifiers] <h2> Unload a Model from Memory with .unload() [#unload-a-model-from-memory-with-unload] <h2> Set Custom Load Config Parameters [#set-custom-load-config-parameters] <h2> Set an Auto Unload Timer (TTL) [#set-an-auto-unload-timer-ttl]	8	0	/docs/python/manage-models/loading
<h1> Cancelling Predictions [#cancelling-predictions]	1	0	/docs/python/llm-prediction/cancelling-predictions
<h1> Get Context Length [#get-context-length] <h2> Use the get_context_length() function on the model object [#use-the-getcontextlength-function-on-the-model-object] <h3> Example: Check if the input will fit in the model's context window [#example-check-if-the-input-will-fit-in-the-models-context-window]	3	0	/docs/python/model-info/get-context-length
<h1> Tool Definition [#tool-definition] <h2> Anatomy of a Tool [#anatomy-of-a-tool] <h2> Tools with External Effects (like Computer Use or API Calls) [#tools-with-external-effects-like-computer-use-or-api-calls] <h2> Example: create_file_tool [#example-createfiletool] <h3> Tool Definition [#tool-definition] <h3> Example code using the create_file tool: [#example-code-using-the-createfile-tool] <h2> Handling tool calling errors [#handling-tool-calling-errors]	7	0	/docs/python/agent/tools
<h1> Get Model Info [#get-model-info] <h2> Example output [#example-output]	2	0	/docs/python/model-info/get-model-info
<h1> Working with Chats [#working-with-chats] <h2> Option 1: Input a Single String [#option-1-input-a-single-string] <h2> Option 2: Using the Chat Helper Class [#option-2-using-the-chat-helper-class] <h2> Option 3: Providing Chat History Data Directly [#option-3-providing-chat-history-data-directly]	4	0	/docs/python/llm-prediction/working-with-chats
<h1> Structured Response [#structured-response] <h2> Enforce Using a Class Based Schema Definition [#enforce-using-a-class-based-schema-definition] <h2> Enforce Using a JSON Schema [#enforce-using-a-json-schema]	3	0	/docs/python/llm-prediction/structured-response
<h1> List Models [#list-models]	1	0	/docs/developer/openai-compat/models
<h1> Chat with a model [#chat-with-a-model]	1	0	/docs/developer/rest/chat
<h1> Load a model [#load-a-model]	1	0	/docs/developer/rest/load
<h1> Download a model [#download-a-model]	1	0	/docs/developer/rest/download
<h1> LM Studio API [#lm-studio-api] <h2> What's new [#whats-new] <h2> Supported endpoints [#supported-endpoints] <h2> Inference endpoint comparison [#inference-endpoint-comparison]	4	0	/docs/developer/rest
<h1> Get download status [#get-download-status]	1	0	/docs/developer/rest/download-status
<h1> Idle TTL and Auto-Evict [#idle-ttl-and-auto-evict] <h2> Background [#background] <h2> Idle TTL [#idle-ttl] <h3> Set App-default Idle TTL [#set-app-default-idle-ttl] <h3> Set per-model TTL-model in API requests [#set-per-model-ttl-model-in-api-requests] <h3> Set TTL for models loaded with lms [#set-ttl-for-models-loaded-with-lms] <h3> Specify TTL when loading models in the server tab [#specify-ttl-when-loading-models-in-the-server-tab] <h2> Configure Auto-Evict for JIT loaded models [#configure-auto-evict-for-jit-loaded-models] <h3> Nomenclature [#nomenclature]	9	0	/docs/developer/core/ttl-and-auto-evict
<h1> List your models [#list-your-models]	1	0	/docs/developer/rest/list
<h1> Responses [#responses]	1	0	/docs/developer/openai-compat/responses
<h1> Get up and running with the LM Studio API [#get-up-and-running-with-the-lm-studio-api] <h2> Start the server [#start-the-server] <h2> API Authentication [#api-authentication] <h2> Chat with a model [#chat-with-a-model] <h2> Use MCP servers via API [#use-mcp-servers-via-api] <h2> Download a model [#download-a-model]	6	0	/docs/developer/rest/quickstart
<h1> Setup llmster as a Startup Task on Linux [#setup-llmster-as-a-startup-task-on-linux] <h2> Install the Daemon [#install-the-daemon] <h2> Download a Model [#download-a-model] <h2> Manual Test [#manual-test] <h2> Create Systemd Service [#create-systemd-service] <h2> Enable and Start the Service [#enable-and-start-the-service] <h2> Verify [#verify] <h2> Service Management [#service-management] <h2> Community [#community]	9	0	/docs/developer/core/headless_llmster
<h1> Stateful Chats [#stateful-chats] <h2> How it works [#how-it-works] <h2> Continue a conversation [#continue-a-conversation] <h2> Disable stateful storage [#disable-stateful-storage]	4	0	/docs/developer/rest/stateful-chats
<h1> Tool Use [#tool-use] <h2> Quick Start [#quick-start] <h3> 1. Start LM Studio as a server [#1-start-lm-studio-as-a-server] <h3> 2. Load a Model [#2-load-a-model] <h3> 3. Copy, Paste, and Run an Example! [#3-copy-paste-and-run-an-example] <h2> Tool Use [#tool-use] <h3> What really is "Tool Use"? [#what-really-is-tool-use] <h3> High-level flow [#high-level-flow] <h3> In-depth flow [#in-depth-flow] <h2> Supported Models [#supported-models] <h3> Native tool use support [#native-tool-use-support] <h3> Default tool use support [#default-tool-use-support] <h2> Example using curl [#example-using-curl] <h2> Examples using python [#examples-using-python] <h3> Single-turn example [#single-turn-example] <h3> Multi-turn example [#multi-turn-example] <h3> Advanced agent example [#advanced-agent-example] <h3> Streaming [#streaming] <h2> Community [#community]	19	0	/docs/developer/openai-compat/tools
<h1> Unload a model [#unload-a-model]	1	0	/docs/developer/rest/unload
<h1> Using LM Link [#using-lm-link] <h2> Overview [#overview] <h2> Use the REST API as normal [#use-the-rest-api-as-normal]	3	0	/docs/developer/core/lmlink
<h1> Embeddings [#embeddings]	1	0	/docs/developer/openai-compat/embeddings
<h1> Completions (Legacy) [#completions-legacy]	1	0	/docs/developer/openai-compat/completions
<h1> Messages [#messages]	1	0	/docs/developer/anthropic-compat/messages
<h1> Using MCP via API [#using-mcp-via-api] <h2> How it works [#how-it-works] <h2> Ephemeral vs mcp.json servers [#ephemeral-vs-mcpjson-servers] <h2> Ephemeral MCP servers [#ephemeral-mcp-servers] <h2> MCP servers from mcp.json [#mcp-servers-from-mcpjson] <h2> Restricting tool access [#restricting-tool-access] <h2> Custom headers for ephemeral servers [#custom-headers-for-ephemeral-servers]	7	0	/docs/developer/core/mcp
<h1> Contributing [#contributing]	1	0	/docs/cli/contributing
<h1> lms ps [#lms-ps] <h2> List loaded models [#list-loaded-models] <h3> JSON output [#json-output] <h2> Operate on a remote LM Studio instance [#operate-on-a-remote-lm-studio-instance]	4	0	/docs/cli/local-models/ps
<h1> lms server stop [#lms-server-stop]	1	0	/docs/cli/serve/server-stop
<h1> lms link enable [#lms-link-enable] <h2> Enable LM Link [#enable-lm-link] <h3> Check the connection status [#check-the-connection-status] <h3> Disable LM Link [#disable-lm-link] <h3> Learn more [#learn-more]	5	0	/docs/cli/link/link-enable
<h1> lms link disable [#lms-link-disable] <h2> Disable LM Link [#disable-lm-link] <h3> Learn more [#learn-more]	3	0	/docs/cli/link/link-disable
<h1> lms link set-preferred-device [#lms-link-set-preferred-device] <h2> Set a preferred device [#set-a-preferred-device] <h3> Learn more [#learn-more]	3	0	/docs/cli/link/link-set-preferred-device
<h1> Set a preferred device [#set-a-preferred-device] <h2> Choosing a preferred device [#choosing-a-preferred-device] <h3> Machines with GUI [#machines-with-gui] <h3> Machines without GUI [#machines-without-gui]	4	0	/docs/lmlink/basics/preferred-device
<h1> lms link set-device-name [#lms-link-set-device-name] <h2> Rename this device [#rename-this-device] <h3> Learn more [#learn-more]	3	0	/docs/cli/link/link-set-device-name
<h1> Add a Device [#add-a-device] <h2> Add a new device [#add-a-new-device] <h3> Machines with GUI [#machines-with-gui] <h3> Machines without GUI [#machines-without-gui] <h2> Load models on remote machines [#load-models-on-remote-machines]	5	0	/docs/lmlink/basics/add-device
<h1> Setup a link [#setup-a-link] <h2> Requesting Access [#requesting-access]	2	0	/docs/lmlink/basics
<h1> Frequently Asked Questions [#frequently-asked-questions] <h2> Q&A [#qa]	2	0	/docs/lmlink/basics/faq
<h1> Introduction to Tools Provider [#introduction-to-tools-provider] <h2> Examples [#examples]	2	0	/docs/typescript/plugins/tools-provider
<h1> Introduction [#introduction] <h2> Examples [#examples]	2	0	/docs/typescript/plugins/generator
<h1> Introduction [#introduction] <h2> Types of Configurations [#types-of-configurations] <h2> Examples [#examples]	3	0	/docs/typescript/plugins/custom-configuration
<h1> Serve on Local Network [#serve-on-local-network]	1	0	/docs/developer/core/server/serve-on-network
<h1> Multiple Tools [#multiple-tools]	1	0	/docs/typescript/plugins/tools-provider/multiple-tools
<h1> Status Reports & Warnings [#status-reports--warnings] <h2> Handling Aborts [#handling-aborts]	2	0	/docs/typescript/plugins/tools-provider/status-reports-and-warnings
<h1> Handling Aborts [#handling-aborts]	1	0	/docs/typescript/plugins/tools-provider/handling-aborts
<h1> Custom Configuration [#custom-configuration]	1	0	/docs/typescript/plugins/tools-provider/custom-configuration
<h1> Single Tool [#single-tool] <h2> Tips [#tips]	2	0	/docs/typescript/plugins/tools-provider/single-tool
<h1> Handling Aborts [#handling-aborts]	1	0	/docs/typescript/plugins/prompt-preprocessor/handling-aborts
<h1> Custom Configuration [#custom-configuration]	1	0	/docs/typescript/plugins/prompt-preprocessor/custom-configuration
<h1> Custom Status Report [#custom-status-report]	1	0	/docs/typescript/plugins/prompt-preprocessor/custom-status-report
<h1> Tool calling generators [#tool-calling-generators]	1	0	/docs/typescript/plugins/generator/tool-calling-generators
<h1> Text-only Generators [#text-only-generators] <h2> Custom Configurations [#custom-configurations] <h2> Handling Aborts [#handling-aborts]	3	0	/docs/typescript/plugins/generator/text-only-generators
<h1> Defining New Fields [#defining-new-fields]	1	0	/docs/typescript/plugins/custom-configuration/defining-new-fields
<h1> Accessing Configuration [#accessing-configuration]	1	0	/docs/typescript/plugins/custom-configuration/accessing-config
<h1> config.ts File [#configts-file]	1	0	/docs/typescript/plugins/custom-configuration/config-ts
No rows found, please edit your search term.

(+) Show entire table

404 URLs

Found 18 row(s).

Status	URL 404 🔼	Found at URL
404	/docs/advanced/context	/docs/app/user-interface/modes
404	/docs/advanced/per-model	/docs/python/model-info/get-load-config
404	/docs/advanced/speculative-decoding	/docs/typescript/api-reference/llm-prediction-config-input
404	/docs/api/sdk/get-context-length	/docs/python/model-info/get-load-config
404	/docs/api/sdk/load-model	/docs/python/model-info/get-load-config
404	/docs/app/advanced/lm-runtimes	/docs/app/offline
404	/docs/basics/chat	/docs/app/advanced/parallel-requests
404	/docs/basics/download-models	/docs/app/basics
404	/docs/cli/runtime	/docs/cli
404	/docs/configuration/inference	/docs/app/user-interface/modes
404	/docs/configuration/load	/docs/app/user-interface/modes
404	/docs/python/agent	/docs/python
404	/docs/python/llm-prediction/(./structured-responses)	/docs/python/llm-prediction/parameters
404	/docs/typescript/llm-prediction/(./structured-responses)	/docs/typescript/llm-prediction/parameters
404	/docs/typescript/plugins/agent/tools	/docs/typescript/plugins/tools-provider/single-tool
404	/docs/typescript/plugins/generator/configurations	/docs/typescript/plugins/generator/text-only-generators
404	/docs/typescript/plugins/plugins/configurations	/docs/typescript/plugins/tools-provider/custom-configuration
404	/docs/typescript/plugins/prompt-preprocessor/configurations	/docs/typescript/plugins/prompt-preprocessor/custom-configuration
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Redirected URLs

Found 19 row(s).

Status	Redirected URL 🔼	Target URL	Found at URL
307	/docs	/docs/app
307	/docs/advanced/sideload	/docs/app/basics/import-model	/docs/app/basics
307	/docs/api/openai-api	/docs/developer/openai-compat	/docs/app
307	/docs/api/rest-api	/docs/developer/rest-api	/docs/app
307	/docs/api/ttl-and-auto-evict	/docs/developer/core/ttl-and-auto-evict	/docs/typescript/manage-models/loading
307	/docs/app/api/ttl-and-auto-evict	/docs/developer/core/ttl-and-auto-evict	/docs/python/manage-models/loading
307	/docs/app/basics/import-model	/docs/app/advanced/import-model	/docs/advanced/sideload
308	/docs/app/modelyaml/	/docs/app/modelyaml	/docs/app/modelyaml/publish
307	/docs/app/plugins/mcp	/docs/app/mcp	/docs/app
307	/docs/app/plugins/mcp/deeplink	/docs/app/mcp/deeplink	/docs/app
307	/docs/cli/get	/docs/cli/local-models/get	/docs/typescript
307	/docs/cli/ls	/docs/cli/local-models/ls	/docs/typescript/manage-models/list-downloaded
307	/docs/cli/ps	/docs/cli/local-models/ps	/docs/typescript/manage-models/list-loaded
307	/docs/configuration/per-model	/docs/app/advanced/per-model	/docs/app/presets
307	/docs/developer/core/tools	/docs/developer/openai-compat/tools	/docs/developer/api-changelog
307	/docs/developer/openai-api	/docs/developer/openai-compat	/docs/developer/core/ttl-and-auto-evict
307	/docs/developer/rest-api	/docs/developer/rest	/docs/api/rest-api
307	/docs/modes	/docs/app/user-interface/modes	/docs/app/user-interface/languages
307	/docs/system-requirements	/docs/app/system-requirements	/docs/app/basics
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Skipped URLs Summary

Found 21 row(s).

Reason	Domain	Unique URLs 🔽
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Not allowed host	platform.openai.com	7
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Not allowed host	vorpus.org	1
Not allowed host	docs.continue.dev	1
Not allowed host	en.wikipedia.org	1
Not allowed host	anyio.readthedocs.io	1
Not allowed host	jcristharif.com	1
Not allowed host	platform.claude.com	1
Not allowed host	developer.mozilla.org	1
Not allowed host	git-scm.com	1
Not allowed host	www.linkedin.com	1
Not allowed host	docs.python.org	1
Not allowed host	zod.dev	1
Not allowed host	docs.pydantic.dev	1
Not allowed host	json-schema.org	1
Not allowed host	twitter.com	1
No rows found, please edit your search term.

(+) Show entire table

Skipped URLs

Found 104 row(s).

Reason	Skipped URL 🔼	Source	Found at URL
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Not allowed host	https://deno.com/	<a href>	/docs/typescript/plugins/tools-provider
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Not allowed host	https://github.com/lmstudio-ai	<a href>	/docs/app
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Not allowed host	https://github.com/lmstudio-ai/lmstudio-bug-tracker	<a href>	/docs/app/system-requirements
Not allowed host	https://github.com/lmstudio-ai/lmstudio-bug-tracker/issues	<a href>	/docs/developer/core/headless
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Not allowed host	https://github.com/marcelMaier	<a href>	/docs/app/user-interface/languages
Not allowed host	https://github.com/microsoft/playwright-mcp	<a href>	/docs/developer/core/authentication
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Not allowed host	https://huggingface.co/docs/hub/en/security-tokens	<a href>	/docs/app/mcp
Not allowed host	https://huggingface.co/mlx-community/Qwen2.5-7B-Instruct-4bit/blob/…0fa35d9fed/tokenizer_config.json	<a href>	/docs/developer/openai-compat/tools
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No rows found, please edit your search term.

(+) Show entire table

External URLs

104 external URL(s)

Found 104 row(s).

External URL	Pages 🔽	Found on URL (max 5)
https://anyio.readthedocs.io/en/stable/cancellation.html	1	/docs/python
https://deno.com/	1	/docs/typescript/plugins/tools-provider
https://developer.mozilla.org/en-US/docs/Web/API/AbortSignal	1	/docs/typescript/plugins/tools-provider/status-reports-and-warnings
https://discord.gg/aPQfnNkxGC	1	/docs/app
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https://docs.continue.dev/customize/model-providers/more/lmstudio	1	/docs/developer/core/ttl-and-auto-evict
https://docs.pydantic.dev/	1	/docs/python/llm-prediction/structured-response
https://docs.python.org/3/library/asyncio-task.html	1	/docs/python
https://en.wikipedia.org/wiki/Jinja_(template_engine)	1	/docs/app/advanced/prompt-template
https://forms.gle/ZPfGLMvVC6DbSRQm9	1	/docs/typescript/plugins/dependencies
https://git-scm.com/download/win	1	/docs/developer/openai-compat/structured-output
https://github.com/0haris0	1	/docs/app/user-interface/languages
https://github.com/AbiruzzamanMolla	1	/docs/app/user-interface/languages
https://github.com/Adjacentai	1	/docs/app/user-interface/languages
https://github.com/AlexisGross	1	/docs/app/user-interface/languages
https://github.com/Autumn-Whisper	1	/docs/app/user-interface/languages
https://github.com/Bl4ck-D0g	1	/docs/app/user-interface/languages
https://github.com/BrassaiKao	1	/docs/app/user-interface/languages
https://github.com/DenisZekiria	1	/docs/app/user-interface/languages
https://github.com/Exlo84	1	/docs/app/user-interface/languages
https://github.com/Goekdeniz-Guelmez	1	/docs/app/user-interface/languages
https://github.com/Gopro3010	1	/docs/app/user-interface/languages
https://github.com/HostFly	1	/docs/app/user-interface/languages
https://github.com/Mekemoka	1	/docs/app/user-interface/languages
https://github.com/MotyaDev	1	/docs/app/user-interface/languages
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https://github.com/SweetDream0256	1	/docs/app/user-interface/languages
https://github.com/Tonband	1	/docs/app/user-interface/languages
https://github.com/alaaf11	1	/docs/app/user-interface/languages
https://github.com/alexandrughinea	1	/docs/app/user-interface/languages
https://github.com/altiereslima	1	/docs/app/user-interface/languages
https://github.com/catarino	1	/docs/app/user-interface/languages
https://github.com/ceshizhuanyong895	1	/docs/app/user-interface/languages
https://github.com/danieltechdev	1	/docs/app/user-interface/languages
https://github.com/darwindev	1	/docs/app/user-interface/languages
https://github.com/digitalsp	1	/docs/app/user-interface/languages
https://github.com/divergentti	1	/docs/app/user-interface/languages
https://github.com/dottxt-ai/outlines	1	/docs/developer/openai-compat/structured-output
https://github.com/dwirx	1	/docs/app/user-interface/languages
https://github.com/enKl03B	1	/docs/app/user-interface/languages
https://github.com/evansrrr	1	/docs/app/user-interface/languages
https://github.com/fralapo	1	/docs/app/user-interface/languages
https://github.com/gnoparus	1	/docs/app/user-interface/languages
https://github.com/godkyo98	1	/docs/app/user-interface/languages
https://github.com/haqbany	1	/docs/app/user-interface/languages
https://github.com/hmelenok	1	/docs/app/user-interface/languages
https://github.com/ilikecatgirls	1	/docs/app/user-interface/languages
https://github.com/kywarai	1	/docs/app/user-interface/languages
https://github.com/ladislavsulc	1	/docs/app/user-interface/languages
https://github.com/lmstudio-ai	1	/docs/app
https://github.com/lmstudio-ai/lms	1	/docs/cli
https://github.com/lmstudio-ai/lmstudio-bug-tracker	1	/docs/app/system-requirements
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https://github.com/lmstudio-ai/lmstudio-bug-tracker/issues/89	1	/docs/app/offline
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https://github.com/lmstudio-ai/lmstudio-js	1	/docs/typescript
https://github.com/lmstudio-ai/lmstudio-python	1	/docs/python
https://github.com/lmstudio-ai/localization	1	/docs/app/user-interface/languages
https://github.com/lmstudio-ai/mlx-engine	1	/docs/developer/openai-compat/structured-output
https://github.com/marcelMaier	1	/docs/app/user-interface/languages
https://github.com/microsoft/playwright-mcp	1	/docs/developer/core/authentication
https://github.com/ml-explore/mlx	1	/docs/app
https://github.com/mlatysh	1	/docs/app/user-interface/languages
https://github.com/modelyaml/modelyaml	1	/docs/app/modelyaml
https://github.com/mohammad007kh	1	/docs/app/user-interface/languages
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No rows found, please edit your search term.

(+) Show entire table

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Time 🔼	Status	Fast URL
76 ms	200	/docs/developer/rest/download
80 ms	200	/docs/developer/rest
81 ms	200	/docs/lmlink
82 ms	200	/docs/developer/core/server
83 ms	200	/docs/developer/core/authentication
84 ms	200	/docs/typescript
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89 ms	200	/docs/developer/openai-compat/structured-output
89 ms	200	/docs/python
91 ms	200	/docs/developer/openai-compat
94 ms	200	/docs/integrations/codex
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104 ms	200	/docs/app/presets/publish
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113 ms	200	/docs/python/llm-prediction/completion
113 ms	200	/docs/app/advanced/parallel-requests
116 ms	200	/docs/app/modelyaml
117 ms	200	/docs/developer/core/headless_llmster
No rows found, please edit your search term.

TOP slowest URLs

Found 20 row(s).

Time 🔽	Status	Slow URL
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1.1 s	200	/docs/integrations
1.1 s	200	/docs/app/mcp
632 ms	200	/docs/typescript/llm-prediction/parameters
523 ms	200	/docs/app/presets/push
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No rows found, please edit your search term.

Content types

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HTML	174	110 MB	45 s	258 ms	156	0	18
Redirect	19	2 kB	1.9 s	99 ms	0	19	0

Content types (MIME types)

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text/html; charset=utf-8	174	110 MB	45 s	258 ms	156	0	18
text / html	19	2 kB	1.9 s	99 ms	0	19	0

Source domains

Domain	Totals	HTML	Redirect
lmstudio.ai	193 / 110MB / 46s	174 / 110MB / 45s	19 / 2kB / 1.9s

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Date	193	-	[ignored generic values]	2026-03-24	2026-03-24
Location	19	17	[see values below]
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Server	193	1	cloudflare
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Strict-Transport-Security	174	1	max-age=259200
Vary	175	2	rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch (174) / Accept-Encoding (1)
X-Content-Type-Options	174	1	nosniff
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X-Opennext	174	1	1
X-Powered-By	174	1	Next.js
No rows found, please edit your search term.

(+) Show entire table

HTTP header values

Found 77 row(s).

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Cache-Control	156	s-maxage=31536000
Cache-Control	18	private, no-cache, no-store, max-age=0, must-revalidate
Cf-Placement	193	local-FRA
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Location	2	/docs/developer/openai-compat
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Location	1	/docs/developer/rest
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Server-Timing	1	cfOrigin;dur=0,cfEdge;dur=0, cfL4;desc="?proto=TCP&rtt=20648&min_rtt=20564&rtt_var=4381&sent=10&recv=11&lost=0&retrans=0&sent_bytes=4870&recv_bytes=861&delivery_rate=196034&cwnd=57&unsent_bytes=0&cid=fce0390878684c22&ts=151&x=0"
Server-Timing	1	cfEdge;dur=843,cfOrigin;dur=0,cfWorker;dur=297
Server-Timing	1	cfEdge;dur=743,cfOrigin;dur=0,cfWorker;dur=386
Server-Timing	1	cfEdge;dur=12,cfOrigin;dur=0,cfWorker;dur=83
Server-Timing	1	cfEdge;dur=642,cfOrigin;dur=0,cfWorker;dur=366
Server-Timing	1	cfEdge;dur=7,cfOrigin;dur=0,cfWorker;dur=1
Server-Timing	1	cfEdge;dur=9,cfOrigin;dur=0,cfWorker;dur=242
Strict-Transport-Security	174	max-age=259200
Vary	174	rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch
Vary	1	Accept-Encoding
X-Content-Type-Options	174	nosniff
X-Frame-Options	174	DENY
X-Nextjs-Cache	174	HIT
X-Nextjs-Prerender	174	1,1
X-Nextjs-Stale-Time	174	300
X-Opennext	174	1
X-Powered-By	174	Next.js
No rows found, please edit your search term.

(+) Show entire table

HTTP Caching by content type (only from crawlable domains)

Content type	Cache type	URLs 🔽	AVG lifetime	MIN lifetime	MAX lifetime
HTML	Cache-Control	174	0 s	0 s	0 s
Redirect	No cache headers	19	-	-	-

HTTP Caching by domain

Domain	Cache type	URLs 🔽	AVG lifetime	MIN lifetime	MAX lifetime
lmstudio.ai	Cache-Control	174	0 s	0 s	0 s
lmstudio.ai	No cache headers	19	-	-	-

HTTP Caching by domain and content type

Domain	Content type	Cache type	URLs 🔽	AVG lifetime	MIN lifetime	MAX lifetime
lmstudio.ai	HTML	Cache-Control	174	0 s	0 s	0 s
lmstudio.ai	Redirect	No cache headers	19	-	-	-

DNS info

DNS resolving tree
lmstudio.ai
IPv4: 172.67.69.92
IPv4: 104.26.7.153
IPv4: 104.26.6.153
IPv6: 2606:4700:20::681a:799
IPv6: 2606:4700:20::ac43:455c
IPv6: 2606:4700:20::681a:699

DNS server: 127.0.0.53

SSL/TLS info

Info	Text
Issuer	C = US, O = Google Trust Services, CN = WE1
Subject	CN = lmstudio.ai
Valid from	Mar 10 10:10:08 2026 GMT (VALID already 14.2 day(s))
Valid to	Jun 8 11:09:59 2026 GMT (VALID still for 75.9 day(s))
Supported protocols	TLSv1.2, TLSv1.3
RAW certificate output	Certificate: Data: Version: 3 (0x2) Serial Number: fb:cc:95:30:de:a0:22:f4:0e:c9:11:fd:61:2d:50:8e Signature Algorithm: ecdsa-with-SHA256 Issuer: C = US, O = Google Trust Services, CN = WE1 Validity Not Before: Mar 10 10:10:08 2026 GMT Not After : Jun 8 11:09:59 2026 GMT Subject: CN = lmstudio.ai Subject Public Key Info: Public Key Algorithm: id-ecPublicKey Public-Key: (256 bit) pub: 04:21:7c:4c:94:93:5e:a5:50:55:d0:dc:70:56:5e: 08:67:f5:c5:b4:03:59:4e:6f:58:31:93:fc:4a:29: ee:a3:1c:a4:c3:60:27:10:6e:cd:da:c1:9a:3a:7e: e1:41:02:94:6d:36:51:7e:7f:76:ac:9b:3f:27:df: 0b:29:81:0f:5e ASN1 OID: prime256v1 NIST CURVE: P-256 X509v3 extensions: X509v3 Key Usage: critical Digital Signature X509v3 Extended Key Usage: TLS Web Server Authentication X509v3 Basic Constraints: critical CA:FALSE X509v3 Subject Key Identifier: 42:20:55:76:EA:01:FE:15:3F:C6:60:4B:9D:A8:E7:FC:13:B3:8E:F3 X509v3 Authority Key Identifier: 90:77:92:35:67:C4:FF:A8:CC:A9:E6:7B:D9:80:79:7B:CC:93:F9:38 Authority Information Access: OCSP - URI:http://o.pki.goog/s/we1/-8w CA Issuers - URI:http://i.pki.goog/we1.crt X509v3 Subject Alternative Name: DNS:lmstudio.ai X509v3 Certificate Policies: Policy: 2.23.140.1.2.1 X509v3 CRL Distribution Points: Full Name: URI:http://c.pki.goog/we1/0rbAgG3gMgU.crl CT Precertificate SCTs: Signed Certificate Timestamp: Version : v1 (0x0) Log ID : 49:9C:9B:69:DE:1D:7C:EC:FC:36:DE:CD:87:64:A6:B8: 5B:AF:0A:87:80:19:D1:55:52:FB:E9:EB:29:DD:F8:C3 Timestamp : Mar 10 11:10:08.751 2026 GMT Extensions: none Signature : ecdsa-with-SHA256 30:45:02:21:00:C0:64:FD:C6:78:4E:37:63:6B:78:E3: 5C:5D:B3:FD:A3:EB:7A:A5:F0:A5:C3:BC:8A:BA:46:33: 0D:EF:34:35:BF:02:20:47:4C:38:F1:EE:08:FE:0A:B8: FD:D6:57:53:D6:EA:7C:37:60:98:ED:4C:29:FF:16:82: 2C:8A:AF:A2:7E:69:63 Signed Certificate Timestamp: Version : v1 (0x0) Log ID : 96:97:64:BF:55:58:97:AD:F7:43:87:68:37:08:42:77: E9:F0:3A:D5:F6:A4:F3:36:6E:46:A4:3F:0F:CA:A9:C6 Timestamp : Mar 10 11:10:08.787 2026 GMT Extensions: none Signature : ecdsa-with-SHA256 30:44:02:20:3F:DC:60:74:98:24:FF:2D:F7:7D:21:F4: 99:2F:9A:AF:F2:29:C1:45:A9:A3:3A:90:96:F0:2B:5E: F6:D1:AC:59:02:20:76:6D:F8:83:41:BE:8A:9F:02:65: 6D:D5:A4:2A:EE:87:A1:F7:66:03:27:72:FD:57:BB:45: 58:EE:54:A5:16:AA Signature Algorithm: ecdsa-with-SHA256 Signature Value: 30:44:02:20:71:e0:5b:56:0f:52:c5:b1:45:78:6d:9b:65:42: 8f:94:e3:d3:4a:3f:67:45:3a:7f:a6:ee:ff:67:80:c4:61:ba: 02:20:5c:32:8a:3e:ea:e5:66:48:38:34:a5:9c:c9:e6:d2:fa: 7a:90:86:c0:fc:0a:d6:9e:83:ac:32:d8:ea:84:74:d4
RAW protocols output	=== ssl2 === s_client: Unknown option: -ssl2 s_client: Use -help for summary. === ssl3 === s_client: Unknown option: -ssl3 s_client: Use -help for summary. === tls1 === 403767E3DB720000:error:0A0000BF:SSL routines:tls_setup_handshake:no protocols available:../ssl/statem/statem_lib.c:104: CONNECTED(00000003) --- no peer certificate available --- No client certificate CA names sent --- SSL handshake has read 0 bytes and written 7 bytes Verification: OK --- New, (NONE), Cipher is (NONE) Secure Renegotiation IS NOT supported Compression: NONE Expansion: NONE No ALPN negotiated Early data was not sent Verify return code: 0 (ok) --- === tls1_1 === 406726E6BA700000:error:0A0000BF:SSL routines:tls_setup_handshake:no protocols available:../ssl/statem/statem_lib.c:104: CONNECTED(00000003) --- no peer certificate available --- No client certificate CA names sent --- SSL handshake has read 0 bytes and written 7 bytes Verification: OK --- New, (NONE), Cipher is (NONE) Secure Renegotiation IS NOT supported Compression: NONE Expansion: NONE No ALPN negotiated Early data was not sent Verify return code: 0 (ok) --- === tls1_2 === depth=2 C = US, O = Google Trust Services LLC, CN = GTS Root R4 verify return:1 depth=1 C = US, O = Google Trust Services, CN = WE1 verify return:1 depth=0 CN = lmstudio.ai verify return:1 CONNECTED(00000003) --- Certificate chain 0 s:CN = lmstudio.ai i:C = US, O = Google Trust Services, CN = WE1 a:PKEY: id-ecPublicKey, 256 (bit); sigalg: ecdsa-with-SHA256 v:NotBefore: Mar 10 10:10:08 2026 GMT; NotAfter: Jun 8 11:09:59 2026 GMT 1 s:C = US, O = Google Trust Services, CN = WE1 i:C = US, O = Google Trust Services LLC, CN = GTS Root R4 a:PKEY: id-ecPublicKey, 256 (bit); sigalg: ecdsa-with-SHA384 v:NotBefore: Dec 13 09:00:00 2023 GMT; NotAfter: Feb 20 14:00:00 2029 GMT 2 s:C = US, O = Google Trust Services LLC, CN = GTS Root R4 i:C = BE, O = GlobalSign nv-sa, OU = Root CA, CN = GlobalSign Root CA a:PKEY: id-ecPublicKey, 384 (bit); sigalg: RSA-SHA256 v:NotBefore: Nov 15 03:43:21 2023 GMT; NotAfter: Jan 28 00:00:42 2028 GMT --- Server certificate -----BEGIN CERTIFICATE----- MIIDlDCCAzugAwIBAgIRAPvMlTDeoCL0DskR/WEtUI4wCgYIKoZIzj0EAwIwOzEL MAkGA1UEBhMCVVMxHjAcBgNVBAoTFUdvb2dsZSBUcnVzdCBTZXJ2aWNlczEMMAoG A1UEAxMDV0UxMB4XDTI2MDMxMDEwMTAwOFoXDTI2MDYwODExMDk1OVowFjEUMBIG A1UEAxMLbG1zdHVkaW8uYWkwWTATBgcqhkjOPQIBBggqhkjOPQMBBwNCAAQhfEyU k16lUFXQ3HBWXghn9cW0A1lOb1gxk/xKKe6jHKTDYCcQbs3awZo6fuFBApRtNlF+ f3asmz8n3wspgQ9eo4ICQzCCAj8wDgYDVR0PAQH/BAQDAgeAMBMGA1UdJQQMMAoG CCsGAQUFBwMBMAwGA1UdEwEB/wQCMAAwHQYDVR0OBBYEFEIgVXbqAf4VP8ZgS52o 5/wTs47zMB8GA1UdIwQYMBaAFJB3kjVnxP+ozKnme9mAeXvMk/k4MF4GCCsGAQUF BwEBBFIwUDAnBggrBgEFBQcwAYYbaHR0cDovL28ucGtpLmdvb2cvcy93ZTEvLTh3 MCUGCCsGAQUFBzAChhlodHRwOi8vaS5wa2kuZ29vZy93ZTEuY3J0MBYGA1UdEQQP MA2CC2xtc3R1ZGlvLmFpMBMGA1UdIAQMMAowCAYGZ4EMAQIBMDYGA1UdHwQvMC0w K6ApoCeGJWh0dHA6Ly9jLnBraS5nb29nL3dlMS8wcmJBZ0czZ01nVS5jcmwwggED BgorBgEEAdZ5AgQCBIH0BIHxAO8AdgBJnJtp3h187Pw23s2HZKa4W68Kh4AZ0VVS ++nrKd34wwAAAZzXcKFvAAAEAwBHMEUCIQDAZP3GeE43Y2t441xds/2j63ql8KXD vIq6RjMN7zQ1vwIgR0w48e4I/gq4/dZXU9bqfDdgmO1MKf8WgiyKr6J+aWMAdQCW l2S/VViXrfdDh2g3CEJ36fA61fak8zZuRqQ/D8qpxgAAAZzXcKGTAAAEAwBGMEQC ID/cYHSYJP8t930h9Jkvmq/yKcFFqaM6kJbwK1720axZAiB2bfiDQb6KnwJlbdWk Ku6HofdmAydy/Ve7RVjuVKUWqjAKBggqhkjOPQQDAgNHADBEAiBx4FtWD1LFsUV4 bZtlQo+U49NKP2dFOn+m7v9ngMRhugIgXDKKPurlZkg4NKWcyebS+nqQhsD8Ctae g6wy2OqEdNQ= -----END CERTIFICATE----- subject=CN = lmstudio.ai issuer=C = US, O = Google Trust Services, CN = WE1 --- No client certificate CA names sent Peer signing digest: SHA256 Peer signature type: ECDSA Server Temp Key: X25519, 253 bits --- SSL handshake has read 2960 bytes and written 293 bytes Verification: OK --- New, TLSv1.2, Cipher is ECDHE-ECDSA-CHACHA20-POLY1305 Server public key is 256 bit Secure Renegotiation IS supported Compression: NONE Expansion: NONE No ALPN negotiated SSL-Session: Protocol : TLSv1.2 Cipher : ECDHE-ECDSA-CHACHA20-POLY1305 Session-ID: 27362A934F2E54A3BD13EA9D6A5D260AD891F0316F533AD8BB3E669ED6FE7C42 Session-ID-ctx: Master-Key: 031B025145A0124950414C83500C575FBBCD51FC2E7772332B702391508ABED2C6384046651073E95268625B1899B40D PSK identity: None PSK identity hint: None SRP username: None TLS session ticket lifetime hint: 64800 (seconds) TLS session ticket: 0000 - 9f ed 9e a2 1b fe 30 fd-36 4c 99 ac f4 5a 39 67 ......0.6L...Z9g 0010 - e6 22 ed f5 e8 bf 28 10-37 98 6b b8 22 05 cb 9f ."....(.7.k."... 0020 - bc 78 1f 9a a4 2b 12 8a-07 7f b2 3c 99 03 5b 25 .x...+.....<..[% 0030 - 07 c5 f2 19 8a 4d e2 0c-a6 19 cc 26 97 12 6a ad .....M.....&..j. 0040 - 80 be 28 0d 38 61 8f 56-27 de f1 eb 52 74 ba 8e ..(.8a.V'...Rt.. 0050 - 84 54 e5 60 3c d2 96 d2-e1 f3 38 a7 54 18 38 d7 .T.`<.....8.T.8. 0060 - dd 10 17 6f c2 6f c7 1c-10 87 4e ac c8 df 32 4a ...o.o....N...2J 0070 - 91 16 c5 9c 3e 10 32 68-ed af f8 fe a7 76 a1 0d ....>.2h.....v.. 0080 - 86 3a e9 a9 23 9b 76 78-57 c3 04 a9 8f ce be de .:..#.vxW....... 0090 - 34 03 e9 06 6b ec 39 a6-60 4c 0e 2e 56 65 ee 02 4...k.9.`L..Ve.. 00a0 - 26 08 f8 ab 41 61 87 29-cc 62 e6 61 37 a2 bb c3 &...Aa.).b.a7... 00b0 - 6d c1 01 b8 5f 6d 71 c0-97 81 92 9b 26 ce 67 7f m..._mq.....&.g. Start Time: 1774360287 Timeout : 7200 (sec) Verify return code: 0 (ok) Extended master secret: yes --- DONE === tls1_3 === depth=2 C = US, O = Google Trust Services LLC, CN = GTS Root R4 verify return:1 depth=1 C = US, O = Google Trust Services, CN = WE1 verify return:1 depth=0 CN = lmstudio.ai verify return:1 CONNECTED(00000003) --- Certificate chain 0 s:CN = lmstudio.ai i:C = US, O = Google Trust Services, CN = WE1 a:PKEY: id-ecPublicKey, 256 (bit); sigalg: ecdsa-with-SHA256 v:NotBefore: Mar 10 10:10:08 2026 GMT; NotAfter: Jun 8 11:09:59 2026 GMT 1 s:C = US, O = Google Trust Services, CN = WE1 i:C = US, O = Google Trust Services LLC, CN = GTS Root R4 a:PKEY: id-ecPublicKey, 256 (bit); sigalg: ecdsa-with-SHA384 v:NotBefore: Dec 13 09:00:00 2023 GMT; NotAfter: Feb 20 14:00:00 2029 GMT 2 s:C = US, O = Google Trust Services LLC, CN = GTS Root R4 i:C = BE, O = GlobalSign nv-sa, OU = Root CA, CN = GlobalSign Root CA a:PKEY: id-ecPublicKey, 384 (bit); sigalg: RSA-SHA256 v:NotBefore: Nov 15 03:43:21 2023 GMT; NotAfter: Jan 28 00:00:42 2028 GMT --- Server certificate -----BEGIN CERTIFICATE----- MIIDlDCCAzugAwIBAgIRAPvMlTDeoCL0DskR/WEtUI4wCgYIKoZIzj0EAwIwOzEL MAkGA1UEBhMCVVMxHjAcBgNVBAoTFUdvb2dsZSBUcnVzdCBTZXJ2aWNlczEMMAoG A1UEAxMDV0UxMB4XDTI2MDMxMDEwMTAwOFoXDTI2MDYwODExMDk1OVowFjEUMBIG A1UEAxMLbG1zdHVkaW8uYWkwWTATBgcqhkjOPQIBBggqhkjOPQMBBwNCAAQhfEyU k16lUFXQ3HBWXghn9cW0A1lOb1gxk/xKKe6jHKTDYCcQbs3awZo6fuFBApRtNlF+ f3asmz8n3wspgQ9eo4ICQzCCAj8wDgYDVR0PAQH/BAQDAgeAMBMGA1UdJQQMMAoG CCsGAQUFBwMBMAwGA1UdEwEB/wQCMAAwHQYDVR0OBBYEFEIgVXbqAf4VP8ZgS52o 5/wTs47zMB8GA1UdIwQYMBaAFJB3kjVnxP+ozKnme9mAeXvMk/k4MF4GCCsGAQUF BwEBBFIwUDAnBggrBgEFBQcwAYYbaHR0cDovL28ucGtpLmdvb2cvcy93ZTEvLTh3 MCUGCCsGAQUFBzAChhlodHRwOi8vaS5wa2kuZ29vZy93ZTEuY3J0MBYGA1UdEQQP MA2CC2xtc3R1ZGlvLmFpMBMGA1UdIAQMMAowCAYGZ4EMAQIBMDYGA1UdHwQvMC0w K6ApoCeGJWh0dHA6Ly9jLnBraS5nb29nL3dlMS8wcmJBZ0czZ01nVS5jcmwwggED BgorBgEEAdZ5AgQCBIH0BIHxAO8AdgBJnJtp3h187Pw23s2HZKa4W68Kh4AZ0VVS ++nrKd34wwAAAZzXcKFvAAAEAwBHMEUCIQDAZP3GeE43Y2t441xds/2j63ql8KXD vIq6RjMN7zQ1vwIgR0w48e4I/gq4/dZXU9bqfDdgmO1MKf8WgiyKr6J+aWMAdQCW l2S/VViXrfdDh2g3CEJ36fA61fak8zZuRqQ/D8qpxgAAAZzXcKGTAAAEAwBGMEQC ID/cYHSYJP8t930h9Jkvmq/yKcFFqaM6kJbwK1720axZAiB2bfiDQb6KnwJlbdWk Ku6HofdmAydy/Ve7RVjuVKUWqjAKBggqhkjOPQQDAgNHADBEAiBx4FtWD1LFsUV4 bZtlQo+U49NKP2dFOn+m7v9ngMRhugIgXDKKPurlZkg4NKWcyebS+nqQhsD8Ctae g6wy2OqEdNQ= -----END CERTIFICATE----- subject=CN = lmstudio.ai issuer=C = US, O = Google Trust Services, CN = WE1 --- No client certificate CA names sent Peer signing digest: SHA256 Peer signature type: ECDSA Server Temp Key: X25519, 253 bits --- SSL handshake has read 2807 bytes and written 325 bytes Verification: OK --- New, TLSv1.3, Cipher is TLS_AES_256_GCM_SHA384 Server public key is 256 bit Secure Renegotiation IS NOT supported Compression: NONE Expansion: NONE No ALPN negotiated Early data was not sent Verify return code: 0 (ok) --- DONE

Crawler stats

Basic stats
Total execution time	23 s
Total URLs	193
Total size	110 MB
Requests - total time	46 s
Requests - avg time	243 ms
Requests - min time	28 ms
Requests - max time	1.4 s
Requests by status	200: 156 307: 18 308: 1 404: 18

Analysis stats

Found 21 row(s).

Class::method	Exec time 🔽	Exec count
BestPracticeAnalyzer::checkHeadingStructure	898 ms	174
BestPracticeAnalyzer::checkNonClickablePhoneNumbers	842 ms	174
AccessibilityAnalyzer::checkMissingLabels	747 ms	156
AccessibilityAnalyzer::checkMissingAriaLabels	724 ms	156
SslTlsAnalyzer::getTLSandSSLCertificateInfo	668 ms	1
AccessibilityAnalyzer::checkMissingRoles	593 ms	156
AccessibilityAnalyzer::checkMissingLang	500 ms	156
BestPracticeAnalyzer::checkMaxDOMDepth	438 ms	174
BestPracticeAnalyzer::checkInlineSvg	93 ms	174
BestPracticeAnalyzer::checkMissingQuotesOnAttributes	43 ms	174
SeoAndOpenGraphAnalyzer::analyzeHeadings	18 ms	1
AccessibilityAnalyzer::checkImageAltAttributes	18 ms	156
SecurityAnalyzer::checkHtmlSecurity	14 ms	174
SecurityAnalyzer::checkHeaders	4 ms	174
SeoAndOpenGraphAnalyzer::analyzeSeo	0 ms	1
SeoAndOpenGraphAnalyzer::analyzeOpenGraph	0 ms	1
BestPracticeAnalyzer::checkTitleUniqueness	0 ms	1
BestPracticeAnalyzer::checkMetaDescriptionUniqueness	0 ms	1
BestPracticeAnalyzer::checkBrotliSupport	0 ms	1
BestPracticeAnalyzer::checkWebpSupport	0 ms	1
BestPracticeAnalyzer::checkAvifSupport	0 ms	1
No rows found, please edit your search term.

(+) Show entire table

Content processor stats

Found 12 row(s).

Class::method	Exec time 🔽	Exec count
NextJsProcessor::applyContentChangesBeforeUrlParsing	691 ms	174
JavaScriptProcessor::findUrls	598 ms	174
HtmlProcessor::findUrls	305 ms	193
CssProcessor::findUrls	26 ms	174
AstroProcessor::findUrls	14 ms	174
AstroProcessor::applyContentChangesBeforeUrlParsing	0 ms	174
NextJsProcessor::findUrls	0 ms	174
JavaScriptProcessor::applyContentChangesBeforeUrlParsing	0 ms	174
HtmlProcessor::applyContentChangesBeforeUrlParsing	0 ms	193
SvelteProcessor::applyContentChangesBeforeUrlParsing	0 ms	174
SvelteProcessor::findUrls	0 ms	174
CssProcessor::applyContentChangesBeforeUrlParsing	0 ms	174
No rows found, please edit your search term.

Crawler info

Version	2.1.0.20260317
Executed At	2026-03-24 13:51:05
Command	siteone-crawler --url=https://lmstudio.ai/docs --markdown-export-dir=/tmp/siteone-lm_studio --markdown-exclude-selector=header,footer,nav,.sidebar,.menu,.breadcrumb,script,style --timeout=30 --workers=5 --disable-javascript --disable-styles --disable-fonts --disable-images --disable-files --no-color --hide-progress-bar --output=text --include-regex=/docs/
Hostname	ubuntu-8gb-hel1-1
User-Agent	Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/26.0.0.0 Safari/537.36 siteone-crawler/2.1.0.20260317

Count 🔽	Title
3	Chat Completions \| LM Studio Docs
3	Speculative Decoding \| LM Studio Docs
3	Introduction \| LM Studio Docs
3	Authentication \| LM Studio Docs
2	List Loaded Models \| LM Studio Docs
2	Cancelling Predictions \| LM Studio Docs
2	Configuring the Model \| LM Studio Docs
2	Manage Models in Memory \| LM Studio Docs
2	Handling Aborts \| LM Studio Docs
2	Project Setup \| LM Studio Docs
No rows found, please edit your search term.