> ## Documentation Index
> Fetch the complete documentation index at: https://lmsysorg-cheng-refactor-final-norm-skip-empty.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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/iquestlab.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=4a86df7d8cbc798033eed817872f0f33" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/ifm.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=618f06352ba207075287665dd597b375" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/moonshotai.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=64c949ae69724dfc81e589685428d381" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/thinkingmachines.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=5b0616a68dc27f1ff6fa153dc95b8c70" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/gigachat.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=8fe1f0b29c5fcbcef60fb54b18abe99e" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/glm.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=e8edc0312088e24fa74d1422932acee8" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/qwen.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=a4de39cca2a1248ea274a01e07b7631b" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/deepseek.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=9afb28154b15d96733d67be5b32f32a9" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/deepreinforce.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=bd38058865bde3c8680179af16fdd949" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/meta.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=58900d6d31d25983cd51d91726f43921" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/meituan.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=438e3faece51badb807cdff47e43e68a" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/google.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=f80da5e5ffcf3a37d2be12295a85a627" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/ibm.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=b6ef9e109cd118c171899de1f4862340" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/liquidai.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=43e7f61e1515afdf03ef4393b1c5e334" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/openai.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=48a0a11b54238c688773da9e69ccc554" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/minimax.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=978593b9b6214e17927921cdfb6f3e51" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/nvidia.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=4e03a30ebac857b0a5c776350cb1881e" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/baidu.svg?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=00bbec4ecf7499b27909ec65ebe5326f" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/ernie.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=6ea61d6d1ba3c620a8f4ab21bf6b9fda" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/stepfun.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=4f090b879922305c54e24c871562f412" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/inclusionai.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=f753398f855e7ba98b080e4188d5c764" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/internlm.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=03ec36fe1a465382491c9e3dce2906ed" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/internvl.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=4f173627b3a99cbb5b14677bdac8721d" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/openbmb.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=d07dcb8f1f3e56e470e74218d8d4fca3" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/jina.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=0bc76cc3b8e9c3c50011ed4f1e0a4191" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/mistral.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=6e775b6b37ffeed7543aa3971339b964" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/xiaomi.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=1c2a2cb882d08d5bae8f075577984518" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/flashlabs.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=e9c067ecb9af78e1be4a6f600ff0d86a" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/tencent.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=e72ba583b6507f01aa0e7a21993819a1" 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-final-norm-skip-empty/1E-Qznh5sEUPgeHy/cards/logos/poolside.png?fit=max&auto=format&n=1E-Qznh5sEUPgeHy&q=85&s=f8dfc335581eca4907924535c5493900" width="940" height="525" data-path="cards/logos/poolside.png" />
</CardGroup>


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