---
title: Supported models
description: See which families of SGLang-compatible models are actively maintained.
mode: wide
---

SGLang supports model families across text generation, retrieval, and reward workflows. Browse the sections below for the primary product paths and jump to the detail pages when you are ready to explore a specific class.

### Text generation

<CardGroup cols={3}>
  <Card
    title="Large language models"
    mode="card"
    className="max-w-sm mx-auto"
    href="./supported-models/large-language-models"
    img="/cards/LLM-card.png"
  >
    Production-tuned Llama and Qwen families validated for high-throughput
    serving.
  </Card>
  <Card
    title="Vision language models"
    mode="card"
    className="max-w-sm mx-auto"
    href="./supported-models/vision-language-models"
    img="/cards/VLM-card.png"
  >
    Vision-text hybrids that stay responsive on multi-GPU setups.
  </Card>
  <Card
    title="Diffusion language models"
    mode="card"
    className="max-w-sm mx-auto"
    href="./sglang-diffusion/index"
    img="/cards/dLLM-card.png"
  >
    Score-based and diffusion backbones for structured text generation
    workflows.
  </Card>
</CardGroup>

### Retrieval and ranking

<CardGroup cols={3}>
  <Card
    title="Embedding models"
    mode="card"
    className="max-w-sm mx-auto"
    href="./supported-models/embedding-models"
    img="/cards/Embedding-card.png"
  >
    Dense and sparse embeddings optimized with FlashInfer kernels.
  </Card>
  <Card
    title="Rerank models"
    mode="card"
    className="max-w-sm mx-auto"
    href="./supported-models/rerank-models"
    img="/cards/Rerank-card.png"
  >
    Low-latency rerankers for multi-stage retrieval pipelines.
  </Card>
  <Card
    title="Classification models"
    mode="card"
    className="max-w-sm mx-auto"
    href="./supported-models/classification-models"
    img="/cards/Classification-card.png"
  >
    Lightweight classifiers covering safety, intent, and context filters.
  </Card>
</CardGroup>

### Specialized models

<CardGroup cols={3}>
  <Card
    title="Reward models"
    mode="card"
    className="max-w-sm mx-auto"
    href="./supported-models/reward-models"
    img="/cards/Reward-card.png"
  >
    RLHF and reward scoring pipelines optimized for production latency.
  </Card>
</CardGroup>