> ## Documentation Index
> Fetch the complete documentation index at: https://lmsysorg-cheng-refactor-ffn-output-parts.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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/iquestlab.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=8d7e7e7b8c5b0e71eec9630beecc16aa" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/ifm.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=b59a82fd0ef8b9f0b72011ca28e43203" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/moonshotai.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=1530016721df703183abf126542d58eb" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/thinkingmachines.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=d4fefe2ddde1bcdea4c4c770ff4922c7" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/gigachat.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=239c09440226203e328ed8c5d85a35aa" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/glm.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=e6dd150cf576753dac6afe51a10c7e35" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/qwen.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=872151f672ec07ed7a061d8b245300e4" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/deepseek.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=6488ca7fcdf90d23aaccd93d6220efc2" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/deepreinforce.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=7493769979f95615ce633ce468294314" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/meta.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=5097fafe7f36d16c70a730370c938d04" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/meituan.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=1b94875b6633b74f634470f0ac2273b1" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/google.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=09fd4457a63559f0fc42e187c984bd8f" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/ibm.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=9926019dda9dc4bfb23363b92b830213" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/liquidai.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=747e2ba4f3571eab0b241f12a6038eb5" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/openai.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=c7a3b62bf1e68f63d0aa470ee1ff0021" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/minimax.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=8b468d560fdb56dfa380210c307c0acc" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/nvidia.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=d7cd84742155a8ab1b3874014e0a0cc8" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/baidu.svg?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=1fbd5c38113f49dd1edc683f530d6121" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/ernie.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=deffc4222cd9c6f1005132b6d307e4fe" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/stepfun.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=185151e9827ec72210d69d5756e45c40" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/inclusionai.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=1a24dabf7edfd262b99eac3f7f9c365b" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/internlm.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=745d81c0e2c5c03b654d9ef05d72be67" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/internvl.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=169fd6ee63a5e32a11cb1da7e16f6600" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/openbmb.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=29e0abae8e09e606f922c104ea19d5e1" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/jina.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=ab608b6267e428feba41656f7aeec798" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/mistral.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=ac8c21fbd6d64c501ec586cd1814192a" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/xiaomi.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=a9c717af3907aab131bec890d65cc569" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/flashlabs.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=0b21bd25ccb0cf5e3f01b8c13ce5a112" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/tencent.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=56b8f749221da7fa355f8a140c282538" 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-ffn-output-parts/uywYcZ402xz3pqk2/cards/logos/poolside.png?fit=max&auto=format&n=uywYcZ402xz3pqk2&q=85&s=88f78dbf32e5b6cb06c80ed5dfa8be31" width="940" height="525" data-path="cards/logos/poolside.png" />
</CardGroup>


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