> ## Documentation Index
> Fetch the complete documentation index at: https://lmsysorg-cursor-cookbook-dsv4-amd-fp8-experts-env-d201.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="Kimi (Moonshot AI)" mode="card" href="/cookbook/autoregressive/Moonshotai/Kimi-K3" img="https://mintcdn.com/lmsysorg-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/moonshotai.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=0175a4a5ab0327ad35bff843fcc2649b" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/thinkingmachines.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=76ea32c8137b9d75c0825c0d51ca92eb" width="940" height="525" data-path="cards/logos/thinkingmachines.png" />

  <Card title="GLM" mode="card" href="/cookbook/autoregressive/GLM/GLM-5.2" img="https://mintcdn.com/lmsysorg-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/glm.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=28bca40ecaefdcbf70c3254d1e0c8fe7" width="940" height="525" data-path="cards/logos/glm.png" />

  <Card title="Qwen" mode="card" href="/cookbook/autoregressive/Qwen/Qwen3.8" img="https://mintcdn.com/lmsysorg-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/qwen.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=657387d93f191cef797fc849fea5c315" width="940" height="525" data-path="cards/logos/qwen.png" />

  <Card title="DeepSeek" mode="card" href="/cookbook/autoregressive/DeepSeek/DeepSeek-V4" img="https://mintcdn.com/lmsysorg-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/deepseek.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=808143870485d4cffc6f440a3b158443" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/deepreinforce.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=b5986c7bec41545a0a405a1176ab2e8c" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/meta.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=628a67d44105a417840061de4dbaba58" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/meituan.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=2bab0aaa8e7a39aac6de744749bc6727" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/google.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=c2e66fab43ff487a8019b95403280954" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/ibm.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=b3a4efd081d95c659caf1f75e89f1a95" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/liquidai.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=3d9450c447bd05447f9ce74bd3200fed" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/openai.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=1be7076d179cc1e8f11577d275ee6886" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/minimax.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=efcc603e38f49eef877dad2fa5a18d29" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/nvidia.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=64c7e643ee830940dd6147d66c6d4534" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/baidu.svg?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=28a6b9485e67736f11a34320fe049654" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/ernie.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=ec29ee283ababb333b26ed9263b1b1eb" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/stepfun.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=02187d5e7b401400d021f403d81a669e" width="940" height="525" data-path="cards/logos/stepfun.png" />

  <Card title="InclusionAI" mode="card" href="/cookbook/autoregressive/InclusionAI/Ling-3.0-flash" img="https://mintcdn.com/lmsysorg-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/inclusionai.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=a606ae31e1e2cc51792ac0ca588731e4" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/internlm.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=8bc829f85aafba13721c680f64fea9e6" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/internvl.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=ae920c62147706253e0117ffba100f1d" width="940" height="525" data-path="cards/logos/internvl.png" />

  <Card title="OpenBMB" mode="card" href="/cookbook/autoregressive/OpenBMB/MiniCPM-V-4_6" img="https://mintcdn.com/lmsysorg-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/openbmb.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=4f7c5023f89c561f6cf5e5c3f1babe60" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/jina.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=32d16833c07025dc02f82cae48b37b68" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/mistral.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=9582f1fdaa14849fa5430151f3496517" width="940" height="525" data-path="cards/logos/mistral.png" />

  <Card title="Xiaomi" mode="card" href="/cookbook/autoregressive/Xiaomi/MiMo-V2.5" img="https://mintcdn.com/lmsysorg-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/xiaomi.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=ad5c85112b442cca66eb20fb6fbacec4" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/flashlabs.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=835271adc66d9ece65ffee6ca87e8eac" width="940" height="525" data-path="cards/logos/flashlabs.png" />

  <Card title="Tencent" mode="card" href="/cookbook/autoregressive/Tencent/Hy3" img="https://mintcdn.com/lmsysorg-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/tencent.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=d2193d7fe46dcee21c6b7d8df0bc1dad" 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-cursor-cookbook-dsv4-amd-fp8-experts-env-d201/yp-MC73Slb5Dn5c3/cards/logos/poolside.png?fit=max&auto=format&n=yp-MC73Slb5Dn5c3&q=85&s=9960c77e0d5c412c662ac245223550de" width="940" height="525" data-path="cards/logos/poolside.png" />
</CardGroup>