> ## Documentation Index
> Fetch the complete documentation index at: https://miles.radixark.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Supported Models

> Per-family recipes covering weight conversion, launch flags, and parallelism choices.

Miles ships ready-to-run recipes for every model family listed below. Each page covers
weight conversion, parallelism, and the launch script in the order you'd actually run
them.

## Language Models

Each model name links to its recipe page.

| Family                | Models                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
| --------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| **DeepSeek**          | [DeepSeek-V4 Pro](/docs/models/deepseek/deepseek-v4-pro)<br />[DeepSeek-V4 Flash](/docs/models/deepseek/deepseek-v4-flash)<br />[DeepSeek-V3.2](/docs/models/deepseek/deepseek-v3-2)<br />[DeepSeek-V3](/docs/models/deepseek/deepseek)                                                                                                                                                                                                                                                          |
| **Thinking Machines** | [Inkling](/docs/models/thinkingmachines/inkling)<br />[Inkling-Small](/docs/models/thinkingmachines/inkling-small)                                                                                                                                                                                                                                                                                                                                                                     |
| **Qwen**              | [Qwen3.8-Flash-Next](/docs/models/qwen/qwen3-8-flash-next)<br />[Qwen3.8-27B](/docs/models/qwen/qwen3-8)<br />[Qwen3.6 MoE](/docs/models/qwen/qwen3-6-moe)<br />[Qwen3.6](/docs/models/qwen/qwen3-6)<br />[Qwen3.5-35B-A3B](/docs/models/qwen/qwen3-5-moe)<br />[Qwen3.5-4B / 9B / 27B](/docs/models/qwen/qwen3-5)<br />[Qwen3-Next-80B-A3B-Thinking](/docs/models/qwen/qwen3-next)<br />[Qwen3-30B-A3B / 235B-A22B](/docs/models/qwen/qwen3-moe)<br />[Qwen3-0.6B / 1.7B / 4B / 8B / 14B / 32B](/docs/models/qwen/qwen3) |
| **GLM**               | [GLM-5.3-Flash](/docs/models/glm/glm5-3-flash)<br />[GLM-5.2](/docs/models/glm/glm5-2)<br />[GLM-5.1](/docs/models/glm/glm5)<br />[GLM-5](/docs/models/glm/glm5)<br />[GLM-4.7-Flash](/docs/models/glm/glm4-7-flash)<br />[GLM-4.5](/docs/models/glm/glm4-5)                                                                                                                                                                                                                                               |
| **Kimi**              | [Kimi-K3](/docs/models/kimi/kimi-k3)<br />[Kimi-K2.6](/docs/models/kimi/kimi-k2.5)<br />[Kimi-K2.5](/docs/models/kimi/kimi-k2.5)<br />[Kimi-K2-Instruct / Thinking](/docs/models/kimi/kimi-k2)                                                                                                                                                                                                                                                                                                   |
| **Nemotron**          | [Nemotron-3-Ultra-550B-A55B](/docs/models/nemotron/nemotron-3-ultra)<br />[Nemotron-3-Super-120B-A12B-FP8](/docs/models/nemotron/nemotron-3-super)<br />[Nemotron-3-Nano MoE](/docs/models/nemotron/nemotron-3-nano-moe)<br />[Nemotron-3-Nano](/docs/models/nemotron/nemotron-3-nano)                                                                                                                                                                                                           |
| **Gemma**             | [Gemma-4 26B-A4B](/docs/models/gemma/gemma-4)<br />[Gemma-4 31B](/docs/models/gemma/gemma-4)                                                                                                                                                                                                                                                                                                                                                                                           |
| **JoyAI**             | [JoyAI-LLM-Flash](https://github.com/radixark/miles/blob/main/scripts/run_joy_ai_llm_flash.py)                                                                                                                                                                                                                                                                                                                                                                               |
| **GPT-OSS**           | [gpt-oss-20b](/docs/models/gpt-oss/gpt-oss)                                                                                                                                                                                                                                                                                                                                                                                                                                       |

## Diffusion

| Family               | Models                                                |
| -------------------- | ----------------------------------------------------- |
| **Stable Diffusion** | [SD3.5](/docs/diffusion/models/sd3/sd3)                    |
| **Qwen-Image**       | [Qwen-Image](/docs/diffusion/models/qwen-image/qwen-image) |
| **Wan**              | [Wan2.2-T2V-A14B](/docs/diffusion/models/wan/wan2-2)       |
| **LTX**              | [LTX-2.3](/docs/diffusion/models/ltx/ltx2)                 |
| **Cosmos**           | [Cosmos3-Nano](/docs/diffusion/models/cosmos/cosmos3)      |
| **MiniMax**          | [MiniMax H3](/docs/diffusion/models/h3/h3)                 |

## How a recipe is structured

Every recipe page follows the same six sections:

1. **Model Introduction** — what the model is and why miles supports it.
2. **Supported Variants** — model sizes + HF links.
3. **Environment Setup** — env vars, downloads, and HF → Megatron conversion.
4. **Launch** — the `scripts/run_<family>.py` invocation.
5. **Recipe Configuration** — parallelism, algorithm, rollout/SGLang, optimizer.
6. **Pairs Well With** — links to the advanced features that complement this recipe.

## Adding a new model

Miles's plugin architecture lets you wrap a HuggingFace implementation as a Megatron
module without patching Megatron core. See
[Backends Beyond Megatron](/docs/advanced/architecture-support) for the workflow.