> ## Documentation Index
> Fetch the complete documentation index at: https://lmsysorg-hicache-fast-file-backend.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="IFM" mode="card" href="/cookbook/autoregressive/IFM/K2-Horizon" img="https://mintcdn.com/lmsysorg-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/ifm.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=d809a09c793aa86fd7e8e82337057ca6" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/moonshotai.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=2f20db0847fad948b4c553b55c307080" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/thinkingmachines.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=6cfa712214ea812a96aa08fb4caf1edf" width="940" height="525" data-path="cards/logos/thinkingmachines.png" />

  <Card title="GLM" mode="card" href="/cookbook/autoregressive/GLM/GLM-5.3-Flash" img="https://mintcdn.com/lmsysorg-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/glm.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=bd1679202abdce23eb203926c1e1f24c" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/qwen.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=6c78c597bb368346ca1e71d77ecfc90c" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/deepseek.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=b05c425e4bf800bb125d291284455af9" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/deepreinforce.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=1cb0b723ed9afafbf4f7770b62451c96" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/meta.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=c18fb1edcd319bcd47420e9bf7911095" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/meituan.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=08bdf098c2372becfd69fb6fd64806cc" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/google.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=fd33336df33e837ddf9caf45ff58e1af" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/ibm.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=29fe9f078f0697592bd24c494844816e" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/liquidai.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=bea3cf7cc087b293f862c2d91171267f" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/openai.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=accd0a9b59db819009260b7b47b32949" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/minimax.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=daf1925b6aee34193838d485866c5440" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/nvidia.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=2fd2c21ddceea97f324935248fe268d9" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/baidu.svg?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=42639d6d90be5dcbd980412567f45980" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/ernie.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=1e9e84cb2ae9d824626716f554a86a7e" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/stepfun.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=3fd0e4748358d6fa061a3841bf0660a3" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/inclusionai.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=0daa2c5ee40c5b58f534c2ca53f81916" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/internlm.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=107a9de54df330bb41d7ba8f143799eb" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/internvl.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=295bac0e0a9806ca196424c1efdd9e54" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/openbmb.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=60372a0e55e80be36f953a45b409b2a6" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/jina.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=728cd8168c8c82780543fb7f0b0c3e38" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/mistral.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=2ee343fd8ab37e1644f074a52e7caa3b" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/xiaomi.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=24572d50b865230cad25e8de9ce923d4" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/flashlabs.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=443924513fa4c66c3aa9fb1a121672c9" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/tencent.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=0289e2e4f8f24415c52b841d447019ff" 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-hicache-fast-file-backend/QdBdGwtn2j2m0oRk/cards/logos/poolside.png?fit=max&auto=format&n=QdBdGwtn2j2m0oRk&q=85&s=fea26373a675cd9b15c876e51094e4bf" width="940" height="525" data-path="cards/logos/poolside.png" />
</CardGroup>