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xtuner-sync-supported-models

InternLM/xtuner/.claude/skills/xtuner-sync-supported-models/SKILL.md

Synchronize xtuner's supported model documentation (docs/en/pretrain_sft/advanced_tutorial/model.md and docs/zh_cn/pretrain_sft/advanced_tutorial/model.md) with the actual Config classes defined under xtuner/v1/model/. Use when (1) new TransformerConfig, MoEConfig, or BaseComposeConfig subclasses are added, removed, or renamed in xtuner/v1/model/, (2) existing model configs change their inheritance hierarchy, scale, or HuggingFace counterpart, or (3) a code review or user request points out that model.md is out of sync with the codebase.

Skill5.2k starsChanged 59 days ago

What's in it

  1. Update XTuner Supported Model Docs
  2. Scan the Codebase
  3. What to Update
  4. Rules for the Base Config table
  5. Rules for the Concrete Model table
  6. Rules for the Compose Models section
  7. Rules for the Inheritance Hierarchy tree
  8. Translation Notes
---
name: xtuner-sync-supported-models
description: Synchronize xtuner's supported model documentation (docs/en/pretrain_sft/advanced_tutorial/model.md and docs/zh_cn/pretrain_sft/advanced_tutorial/model.md) with the actual Config classes defined under xtuner/v1/model/. Use when (1) new TransformerConfig, MoEConfig, or BaseComposeConfig subclasses are added, removed, or renamed in xtuner/v1/model/, (2) existing model configs change their inheritance hierarchy, scale, or HuggingFace counterpart, or (3) a code review or user request points out that model.md is out of sync with the codebase.
---

# Update XTuner Supported Model Docs

Keep the English and Chinese `model.md` files synchronized with the actual Config classes in `xtuner/v1/model/`.

## Scan the Codebase

Run the bundled scan script from the xtuner project root to discover all Config classes and their inheritance:

```bash
python3 .agents/skills/xtuner-sync-supported-models/scripts/scan_model_configs.py
```

The script outputs JSON with two keys:
- `configs`: list of every `*Config` class under `xtuner/v1/model/` with its parent classes and file path
- `children`: parent-to-children mapping for the hierarchy tree

## What to Update

Compare the script output against the two files:
- `docs/en/pretrain_sft/advanced_tutorial/model.md`
- `docs/zh_cn/pretrain_sft/advanced_tutorial/model.md`

Both files share the same structure and must stay in sync:

1. **Base Config Classes** — configs that directly inherit from `TransformerConfig` (or `MoEConfig`) and provide a `from_hf` classmethod for loading HuggingFace weights
2. **Concrete Model Configs** — fixed-scale subclasses of the base configs above
3. **Compose Models** — multimodal configs that inherit from `BaseComposeConfig`
4. **Inheritance Hierarchy** — a text tree showing the full `XTunerBaseModelConfig` hierarchy

### Rules for the Base Config table

Include these direct descendants of `TransformerConfig`/`MoEConfig`:
- `Qwen2DenseConfig`
- `Qwen3DenseConfig`
- `DeepSeekV3Config`
- `GptOssConfig`
- `Qwen3MoEConfig`

Exclude from the base table:
- `MoEConfig` — it is an intermediate base class, not a usable model family
- `Qwen3_5_VLTextMoEConfig` — it is an intermediate base with only one concrete child; its child `Qwen3_5_VLTextMoE35BA3BConfig` belongs under the MoE concrete table

### Rules for the Concrete Model table

Include every concrete subclass that has fixed parameter defaults. For each row note:
- `Config Class`
- `Base Class / Family`
- `Architecture Type`: `Dense`, `MoE`, `Dense (VL backbone)`, `MoE (VL backbone)`
- `Scale / Notes`: parameter count or total/activated size; for VL backbones note "for multimodal"

`DeepSeekV3Config` appears here even though it has no separate base entry (it is both base and concrete).

### Rules for the Compose Models section

Include three sub-tables:
1. **Compose Base Config Classes** — `Qwen3VLBaseConfig`, `InternVLBaseConfig`, `InternS1BaseConfig`
   - `Qwen3VLBaseConfig`: VL model based on Qwen3 text backbone
   - `InternVLBaseConfig`: VL model based on InternViT + Qwen3
   - `InternS1BaseConfig`: Science multimodal model based on InternViT + Qwen3
2. **Concrete Compose Model Configs** — every subclass of the above bases; for each row note the wrapped `Text Config` and scale

### Rules for the Inheritance Hierarchy tree

Rebuild the tree from `XTunerBaseModelConfig` with two top-level branches:

```text
XTunerBaseModelConfig
├── TransformerConfig
│   ├── Dense Models
│   │   ├── Qwen2DenseConfig
│   │   │   └── Qwen2Dense7BConfig
│   │   └── Qwen3DenseConfig
│   │       ├── Qwen3Dense8BConfig
│   │       │   └── Qwen3VLTextDense8BConfig
│   │       ├── Qwen3Dense4BConfig
│   │       │   └── Qwen3VLTextDense4BConfig
│   │       └── Qwen3Dense0P6BConfig
│   └── MoE Models (via MoEConfig)
│       ├── DeepSeekV3Config
│       ├── GptOssConfig
│       │   ├── GptOss21BA3P6Config
│       │   └── GptOss117BA5P8Config
│       ├── Qwen3MoEConfig
│       │   ├── Qwen3MoE30BA3Config
│       │   │   └── Qwen3VLTextMoE30BA3Config
│       │   ├── Qwen3MoE235BA22Config
│       │   │   └── Qwen3VLTextMoE235BA22Config
│       │   └── Qwen3MoEFoPEConfig
│       └── Qwen3_5_VLTextMoEConfig
│           └── Qwen3_5_VLTextMoE35BA3BConfig
└── BaseComposeConfig
    ├── Qwen3VLBaseConfig
    │   ├── Qwen3VLMoE30BA3Config
    │   ├── Qwen3VLMoE235BA22Config
    │   ├── Qwen3VLDense4BConfig
    │   ├── Qwen3VLDense8BConfig
    │   └── Qwen3_5_BaseConfig
    │       └── Qwen3_5_VLMoE35BA3Config
    ├── InternVLBaseConfig
    │   ├── InternVL3P5Dense8BConfig
    │   ├── InternVL3P5MoE30BA3Config
    │   └── InternVL3P5Dense1BConfig
    └── InternS1BaseConfig
        ├── InternS1Config
        └── InternS1MiniConfig
```

When new configs are added, insert them into the appropriate branch following the same indentation style.

## Translation Notes

Keep the Chinese `model.md` (`docs/zh_cn/...`) structurally identical to the English one. Translate:
- Section headings
- Table header cells
- Description cells (e.g., "Image / Video + Text" → "图像/视频 + 文本")
- Scale descriptions (e.g., "~7B parameters" → "约 7B 参数", "FoPE variant" → "FoPE 变体")

Do **not** translate Config class names, file paths, or code identifiers.

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