> ## Documentation Index
> Fetch the complete documentation index at: https://lmsysorg-cheng-refactor-plain-stack-boundaries.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

> Practical guides for deploying and using large language models and vision language models with SGLang.

<CardGroup cols={3}>
  <Card title="IQuestLab" mode="card" href="/cookbook/autoregressive/IQuestLab/IQuest-Q1" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/iquestlab.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=21944e9fcb0625fbca2c893e7fd606dc" width="940" height="525" data-path="cards/logos/iquestlab.png" />

  <Card title="IFM" mode="card" href="/cookbook/autoregressive/IFM/K2-Horizon" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/ifm.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=ec3fe2b6a02f624771e4ccee197848b0" width="940" height="525" data-path="cards/logos/ifm.png" />

  <Card title="Kimi (Moonshot AI)" mode="card" href="/cookbook/autoregressive/Moonshotai/Kimi-K3" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/moonshotai.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=8c74a9392701603e2f08d18485831135" width="940" height="525" data-path="cards/logos/moonshotai.png" />

  <Card title="Thinking Machines" mode="card" href="/cookbook/autoregressive/ThinkingMachines/Inkling" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/thinkingmachines.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=0c7a6b102446ec3a6b80499d66324336" width="940" height="525" data-path="cards/logos/thinkingmachines.png" />

  <Card title="GigaChat" mode="card" href="/cookbook/autoregressive/GigaChat/GigaChat3.5" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/gigachat.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=308551113e1b6bec3092947ad4edb6b0" width="940" height="525" data-path="cards/logos/gigachat.png" />

  <Card title="GLM" mode="card" href="/cookbook/autoregressive/GLM/GLM-5.3-Flash" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/glm.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=01d6687696cead26eb7e92c9f46a4a8b" width="940" height="525" data-path="cards/logos/glm.png" />

  <Card title="Qwen" mode="card" href="/cookbook/autoregressive/Qwen/Qwen3.8-Flash-Next" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/qwen.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=00807f54d816de1aba29acf5a0545920" width="940" height="525" data-path="cards/logos/qwen.png" />

  <Card title="DeepSeek" mode="card" href="/cookbook/autoregressive/DeepSeek/DeepSeek-V4_1" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/deepseek.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=b3d6c3a1450a040b28dfd1989ae7a1a5" width="940" height="525" data-path="cards/logos/deepseek.png" />

  <Card title="DeepReinforce" mode="card" href="/cookbook/autoregressive/DeepReinforce/Ornith-1.0" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/deepreinforce.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=2783b29ff69ca7744b6b86810649b60a" width="940" height="525" data-path="cards/logos/deepreinforce.png" />

  <Card title="Meta" mode="card" href="/cookbook/autoregressive/Meta/MuseGlimmer" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/meta.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=29feb932ece3ad9c075bcaa198ca8b93" width="940" height="525" data-path="cards/logos/meta.png" />

  <Card title="Meituan" mode="card" href="/cookbook/autoregressive/Meituan/LongCat-2.0" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/meituan.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=78d77b93d59ce3bf77dd7f9d3bfe1a6c" width="940" height="525" data-path="cards/logos/meituan.png" />

  <Card title="Google" mode="card" href="/cookbook/autoregressive/Google/Gemma4" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/google.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=1bfe0e39df10514ecb5388d7df52ae98" width="940" height="525" data-path="cards/logos/google.png" />

  <Card title="IBM" mode="card" href="/cookbook/autoregressive/IBM/Granite-4.2" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/ibm.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=caa8827d75fb9e8b5a8664b2b01ce980" width="940" height="525" data-path="cards/logos/ibm.png" />

  <Card title="LiquidAI" mode="card" href="/cookbook/autoregressive/LiquidAI/LFM2.5" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/liquidai.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=b2ce90bce81e172f9cacad7d63215b59" width="940" height="525" data-path="cards/logos/liquidai.png" />

  <Card title="OpenAI" mode="card" href="/cookbook/autoregressive/OpenAI/GPT-OSS" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/openai.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=53ab99036560bcb18715e6435bf92b82" width="940" height="525" data-path="cards/logos/openai.png" />

  <Card title="MiniMax" mode="card" href="/cookbook/autoregressive/MiniMax/MiniMax-M3" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/minimax.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=29a95c23748a4fc064375dedc4e41c85" width="940" height="525" data-path="cards/logos/minimax.png" />

  <Card title="NVIDIA" mode="card" href="/cookbook/autoregressive/NVIDIA/Nemotron3.5-Lightning" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/nvidia.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=1f6a75a91cd066f4a7ecd22e1d9f7d1e" width="940" height="525" data-path="cards/logos/nvidia.png" />

  <Card title="Baidu" mode="card" href="/cookbook/autoregressive/Baidu/PaddleOCR-VL" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/baidu.svg?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=43be0939a95eb550d3eee0bbdd5c67c0" width="940" height="525" data-path="cards/logos/baidu.svg" />

  <Card title="Ernie" mode="card" href="/cookbook/autoregressive/Ernie/Ernie4.5" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/ernie.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=3eb3ecae5d035a0e5fd8ba828a15d82c" width="940" height="525" data-path="cards/logos/ernie.png" />

  <Card title="StepFun" mode="card" href="/cookbook/autoregressive/StepFun/Step3.5" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/stepfun.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=262300af042890ca3aed22977dc0b7be" width="940" height="525" data-path="cards/logos/stepfun.png" />

  <Card title="InclusionAI" mode="card" href="/cookbook/autoregressive/InclusionAI/Ling-3.0-flash-VL" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/inclusionai.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=8849d45e8e870571fa04c8cf9a9b952a" width="940" height="525" data-path="cards/logos/inclusionai.png" />

  <Card title="InternLM" mode="card" href="/cookbook/autoregressive/InternLM/Intern-S2-Mobius" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/internlm.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=6b2274a61231f1441351e5269ce5dbf9" width="940" height="525" data-path="cards/logos/internlm.png" />

  <Card title="InternVL" mode="card" href="/cookbook/autoregressive/InternVL/InternVL3.5" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/internvl.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=7b11c628a34035a64fdd46b037f60d87" width="940" height="525" data-path="cards/logos/internvl.png" />

  <Card title="OpenBMB" mode="card" href="/cookbook/autoregressive/OpenBMB/MiniCPM5-2B" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/openbmb.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=6dfb5f8e95e496622b09f1486e73e7c9" width="940" height="525" data-path="cards/logos/openbmb.png" />

  <Card title="Jina AI" mode="card" href="/cookbook/autoregressive/Jina/Jina-reranker-m0" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/jina.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=d345e2e2123b411f762197d74af45b99" width="940" height="525" data-path="cards/logos/jina.png" />

  <Card title="Mistral" mode="card" href="/cookbook/autoregressive/Mistral/Ministral-3" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/mistral.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=2f34c277aea4121251c3738ad3e8d043" width="940" height="525" data-path="cards/logos/mistral.png" />

  <Card title="Xiaomi" mode="card" href="/cookbook/autoregressive/Xiaomi/MiMo-V2.6" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/xiaomi.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=d8b28754f019cfb40ccd39b6d41787a1" width="940" height="525" data-path="cards/logos/xiaomi.png" />

  <Card title="FlashLabs" mode="card" href="/cookbook/autoregressive/FlashLabs/Chroma1.0" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/flashlabs.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=9d863e2e2d38ef1d214258ca83df3859" width="940" height="525" data-path="cards/logos/flashlabs.png" />

  <Card title="Tencent" mode="card" href="/cookbook/autoregressive/Tencent/Hy4-Preview" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/tencent.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=8512ef9e2503ed8d1362214befbf22ca" width="940" height="525" data-path="cards/logos/tencent.png" />

  <Card title="Poolside" mode="card" href="/cookbook/autoregressive/Poolside/Laguna-S-2.1" img="https://mintcdn.com/lmsysorg-cheng-refactor-plain-stack-boundaries/3ObqCdgK_8gyx8yu/cards/logos/poolside.png?fit=max&auto=format&n=3ObqCdgK_8gyx8yu&q=85&s=2d33414c8fd8421dbc768bca4fcc34ec" width="940" height="525" data-path="cards/logos/poolside.png" />
</CardGroup>


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