---
title: Overview
mode: wide
description: Practical guides for deploying and using large language models and vision language models with SGLang.
metatags:
    description: "Explore SGLang autoregressive model cookbooks for LLM and VLM deployment, invocation, optimization, and benchmarking examples."
---

<CardGroup cols={3}>
  <Card
    title="Qwen"
    mode="card"
    href="/cookbook/autoregressive/Qwen/Qwen3.6"
    img="/cards/logos/qwen.png"
  />
  <Card
    title="DeepSeek"
    mode="card"
    href="/cookbook/autoregressive/DeepSeek/DeepSeek-V4"
    img="/cards/logos/deepseek.png"
  />
  <Card
    title="DeepReinforce"
    mode="card"
    href="/cookbook/autoregressive/DeepReinforce/Ornith-1.0"
    img="/cards/logos/deepreinforce.png"
  />
  <Card
    title="Llama"
    mode="card"
    href="/cookbook/autoregressive/Llama/Llama3.3-70B"
    img="/cards/logos/llama.png"
  />
  <Card
    title="GLM"
    mode="card"
    href="/cookbook/autoregressive/GLM/GLM-5.2"
    img="/cards/logos/glm.png"
  />
  <Card
    title="Thinking Machines"
    mode="card"
    href="/cookbook/autoregressive/ThinkingMachines/Inkling"
    img="/cards/logos/thinkingmachines.png"
  />
  <Card
    title="Meituan"
    mode="card"
    href="/cookbook/autoregressive/Meituan/LongCat-2.0"
    img="/cards/logos/meituan.png"
  />
  <Card
    title="Google"
    mode="card"
    href="/cookbook/autoregressive/Google/Gemma4"
    img="/cards/logos/google.png"
  />
  <Card
    title="LiquidAI"
    mode="card"
    href="/cookbook/autoregressive/LiquidAI/LFM2.5"
    img="/cards/logos/liquidai.png"
  />
  <Card
    title="OpenAI"
    mode="card"
    href="/cookbook/autoregressive/OpenAI/GPT-OSS"
    img="/cards/logos/openai.png"
  />
  <Card
    title="Moonshotai"
    mode="card"
    href="/cookbook/autoregressive/Moonshotai/Kimi-K3"
    img="/cards/logos/moonshotai.png"
  />
  <Card
    title="MiniMax"
    mode="card"
    href="/cookbook/autoregressive/MiniMax/MiniMax-M3"
    img="/cards/logos/minimax.png"
  />
  <Card
    title="NVIDIA"
    mode="card"
    href="/cookbook/autoregressive/NVIDIA/Nemotron3-Ultra"
    img="/cards/logos/nvidia.png"
  />
  <Card
    title="Baidu"
    mode="card"
    href="/cookbook/autoregressive/Baidu/Unlimited-OCR"
    img="/cards/logos/baidu.svg"
  />
  <Card
    title="Ernie"
    mode="card"
    href="/cookbook/autoregressive/Ernie/Ernie4.5"
    img="/cards/logos/ernie.png"
  />
  <Card
    title="StepFun"
    mode="card"
    href="/cookbook/autoregressive/StepFun/Step3.5"
    img="/cards/logos/stepfun.png"
  />
  <Card
    title="InclusionAI"
    mode="card"
    href="/cookbook/autoregressive/InclusionAI/Ling-2.5-1T"
    img="/cards/logos/inclusionai.png"
  />
  <Card
    title="InternLM"
    mode="card"
    href="/cookbook/autoregressive/InternLM/Intern-S2-Preview"
    img="/cards/logos/internlm.png"
  />
  <Card
    title="InternVL"
    mode="card"
    href="/cookbook/autoregressive/InternVL/InternVL3.5"
    img="/cards/logos/internvl.png"
  />
  <Card
    title="OpenBMB"
    mode="card"
    href="/cookbook/autoregressive/OpenBMB/MiniCPM-V-4_6"
    img="/cards/logos/openbmb.png"
  />
  <Card
    title="Jina AI"
    mode="card"
    href="/cookbook/autoregressive/Jina/Jina-reranker-m0"
    img="/cards/logos/jina.png"
  />
  <Card
    title="Mistral"
    mode="card"
    href="/cookbook/autoregressive/Mistral/Ministral-3"
    img="/cards/logos/mistral.png"
  />
  <Card
    title="Xiaomi"
    mode="card"
    href="/cookbook/autoregressive/Xiaomi/MiMo-V2.5"
    img="/cards/logos/xiaomi.png"
  />
  <Card
    title="FlashLabs"
    mode="card"
    href="/cookbook/autoregressive/FlashLabs/Chroma1.0"
    img="/cards/logos/flashlabs.png"
  />
  <Card
    title="Tencent"
    mode="card"
    href="/cookbook/autoregressive/Tencent/Hy3"
    img="/cards/logos/tencent.png"
  />
  <Card
    title="Poolside"
    mode="card"
    href="/cookbook/autoregressive/Poolside/Laguna-S-2.1"
    img="/cards/logos/poolside.png"
  />
</CardGroup>
