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[model] add qwen2vl 32b & upgrade peft (#7469)
* add qwen2vl 32b * fix ci * upgrade peft to 0.15 * fix ci * fix ci
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.github/ISSUE_TEMPLATE/1-bug-report.yml
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.github/ISSUE_TEMPLATE/1-bug-report.yml
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@ -12,7 +12,7 @@ body:
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attributes:
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value: |
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Please do not create issues that are not related to framework bugs under this category, use **[Discussions](https://github.com/hiyouga/LLaMA-Factory/discussions/categories/q-a)** instead.
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请勿在此分类下创建和框架 bug 无关的 issues,请使用 **[讨论区](https://github.com/hiyouga/LLaMA-Factory/discussions/categories/q-a)**。
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请勿在此分类下创建和框架 bug 无关的 issues,训练问题求助请使用 **[讨论区](https://github.com/hiyouga/LLaMA-Factory/discussions/categories/q-a)**。
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- type: checkboxes
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id: reminder
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2
.github/workflows/tests.yml
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.github/workflows/tests.yml
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@ -59,6 +59,7 @@ jobs:
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python -m pip install ".[torch,dev]"
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- name: Cache files
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id: hf-hub-cache
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uses: actions/cache@v4
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with:
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path: ${{ runner.temp }}/huggingface
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@ -77,3 +78,4 @@ jobs:
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make test
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env:
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HF_HOME: ${{ runner.temp }}/huggingface
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HF_HUB_OFFLINE: "${{ steps.hf-hub-cache.outputs.cache-hit == 'true' && '1' || '0' }}"
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@ -261,7 +261,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/
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| [Pixtral](https://huggingface.co/mistralai) | 12B | pixtral |
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| [Qwen/QwQ (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen) | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen |
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| [Qwen2-Audio](https://huggingface.co/Qwen) | 7B | qwen2_audio |
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| [Qwen2-VL/Qwen2.5-VL/QVQ](https://huggingface.co/Qwen) | 2B/3B/7B/72B | qwen2_vl |
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| [Qwen2-VL/Qwen2.5-VL/QVQ](https://huggingface.co/Qwen) | 2B/3B/7B/32B/72B | qwen2_vl |
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| [Skywork o1](https://huggingface.co/Skywork) | 8B | skywork_o1 |
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| [StarCoder 2](https://huggingface.co/bigcode) | 3B/7B/15B | - |
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| [TeleChat2](https://huggingface.co/Tele-AI) | 3B/7B/35B/115B | telechat2 |
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@ -399,11 +399,11 @@ huggingface-cli login
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| Mandatory | Minimum | Recommend |
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| ------------ | ------- | --------- |
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| python | 3.9 | 3.10 |
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| torch | 1.13.1 | 2.5.1 |
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| transformers | 4.41.2 | 4.49.0 |
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| torch | 1.13.1 | 2.6.0 |
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| transformers | 4.41.2 | 4.50.0 |
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| datasets | 2.16.0 | 3.2.0 |
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| accelerate | 0.34.0 | 1.2.1 |
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| peft | 0.11.1 | 0.12.0 |
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| peft | 0.14.0 | 0.15.0 |
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| trl | 0.8.6 | 0.9.6 |
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| Optional | Minimum | Recommend |
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@ -263,7 +263,7 @@ https://github.com/user-attachments/assets/43b700c6-a178-41db-b1f8-8190a5d3fcfc
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| [Pixtral](https://huggingface.co/mistralai) | 12B | pixtral |
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| [Qwen/QwQ (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen) | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen |
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| [Qwen2-Audio](https://huggingface.co/Qwen) | 7B | qwen2_audio |
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| [Qwen2-VL/Qwen2.5-VL/QVQ](https://huggingface.co/Qwen) | 2B/3B/7B/72B | qwen2_vl |
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| [Qwen2-VL/Qwen2.5-VL/QVQ](https://huggingface.co/Qwen) | 2B/3B/7B/32B/72B | qwen2_vl |
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| [Skywork o1](https://huggingface.co/Skywork) | 8B | skywork_o1 |
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| [StarCoder 2](https://huggingface.co/bigcode) | 3B/7B/15B | - |
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| [TeleChat2](https://huggingface.co/Tele-AI) | 3B/7B/35B/115B | telechat2 |
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@ -401,11 +401,11 @@ huggingface-cli login
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| 必需项 | 至少 | 推荐 |
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| ------------ | ------- | --------- |
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| python | 3.9 | 3.10 |
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| torch | 1.13.1 | 2.5.1 |
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| transformers | 4.41.2 | 4.49.0 |
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| torch | 1.13.1 | 2.6.0 |
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| transformers | 4.41.2 | 4.50.0 |
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| datasets | 2.16.0 | 3.2.0 |
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| accelerate | 0.34.0 | 1.2.1 |
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| peft | 0.11.1 | 0.12.0 |
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| peft | 0.14.0 | 0.15.0 |
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| trl | 0.8.6 | 0.9.6 |
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| 可选项 | 至少 | 推荐 |
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@ -1,9 +1,9 @@
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transformers>=4.41.2,<=4.50.0,!=4.46.*,!=4.47.*,!=4.48.*;python_version<'3.10' and sys_platform != 'darwin'
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transformers>=4.41.2,<=4.50.0,!=4.46.*,!=4.47.*,!=4.48.0;python_version>='3.10' and sys_platform != 'darwin'
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transformers>=4.41.2,<=4.49.0,!=4.46.*,!=4.47.*,!=4.48.*;sys_platform == 'darwin'
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datasets>=2.16.0,<=3.3.2
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accelerate>=0.34.0,<=1.4.0
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peft>=0.11.1,<=0.15.0
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datasets>=2.16.0,<=3.4.1
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accelerate>=0.34.0,<=1.5.2
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peft>=0.14.0,<=0.15.0
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trl>=0.8.6,<=0.9.6
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tokenizers>=0.19.0,<=0.21.0
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gradio>=4.38.0,<=5.21.0
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@ -20,9 +20,9 @@ Level:
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Dependency graph:
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main:
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transformers>=4.41.2,<=4.50.0,!=4.46.*,!=4.47.*,!=4.48.0
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datasets>=2.16.0,<=3.3.2
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accelerate>=0.34.0,<=1.4.0
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peft>=0.11.1,<=0.12.0
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datasets>=2.16.0,<=3.4.1
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accelerate>=0.34.0,<=1.5.2
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peft>=0.14.0,<=0.15.0
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trl>=0.8.6,<=0.9.6
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attention:
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transformers>=4.42.4 (gemma+fa2)
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@ -2346,6 +2346,10 @@ register_model_group(
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DownloadSource.DEFAULT: "Qwen/Qwen2.5-VL-7B-Instruct",
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DownloadSource.MODELSCOPE: "Qwen/Qwen2.5-VL-7B-Instruct",
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},
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"Qwen2.5-VL-32B-Instruct": {
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DownloadSource.DEFAULT: "Qwen/Qwen2.5-VL-32B-Instruct",
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DownloadSource.MODELSCOPE: "Qwen/Qwen2.5-VL-32B-Instruct",
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},
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"Qwen2.5-VL-72B-Instruct": {
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DownloadSource.DEFAULT: "Qwen/Qwen2.5-VL-72B-Instruct",
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DownloadSource.MODELSCOPE: "Qwen/Qwen2.5-VL-72B-Instruct",
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@ -89,9 +89,9 @@ def check_version(requirement: str, mandatory: bool = False) -> None:
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def check_dependencies() -> None:
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r"""Check the version of the required packages."""
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check_version("transformers>=4.41.2,<=4.50.0,!=4.46.0,!=4.46.1,!=4.46.2,!=4.46.3,!=4.47.0,!=4.47.1,!=4.48.0")
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check_version("datasets>=2.16.0,<=3.3.2")
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check_version("accelerate>=0.34.0,<=1.4.0")
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check_version("peft>=0.11.1,<=0.15.0")
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check_version("datasets>=2.16.0,<=3.4.1")
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check_version("accelerate>=0.34.0,<=1.5.2")
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check_version("peft>=0.14.0,<=0.15.0")
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check_version("trl>=0.8.6,<=0.9.6")
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if is_transformers_version_greater_than("4.46.0") and not is_transformers_version_greater_than("4.48.1"):
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logger.warning_rank0_once("There are known bugs in transformers v4.46.0-v4.48.0, please use other versions.")
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@ -161,13 +161,12 @@ class PissaConvertCallback(TrainerCallback):
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model.save_pretrained(pissa_backup_dir, safe_serialization=args.save_safetensors)
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setattr(model.peft_config["default"], "init_lora_weights", init_lora_weights)
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model.save_pretrained(
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pissa_convert_dir, safe_serialization=args.save_safetensors, convert_pissa_to_lora=pissa_init_dir
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) # TODO: use `path_initial_model_for_weight_conversion` (peft>=0.12.0)
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pissa_convert_dir,
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safe_serialization=args.save_safetensors,
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path_initial_model_for_weight_conversion=pissa_init_dir,
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)
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model.load_adapter(pissa_backup_dir, "default", is_trainable=True)
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model.set_adapter("default")
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if "pissa_init" in model.peft_config.keys(): # backward compatibility (peft<0.12.0)
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model.delete_adapter("pissa_init")
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setattr(model.peft_config["default"], "init_lora_weights", init_lora_weights)
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@ -48,8 +48,6 @@ INFER_ARGS = {
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"infer_dtype": "float16",
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}
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OS_NAME = os.getenv("OS_NAME", "")
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@pytest.mark.xfail(reason="PiSSA initialization is not stable in different platform.")
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def test_pissa_train():
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@ -58,7 +56,7 @@ def test_pissa_train():
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compare_model(model, ref_model)
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@pytest.mark.xfail(OS_NAME.startswith("windows"), reason="Known connection error on Windows.")
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@pytest.mark.xfail(reason="Known connection error.")
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def test_pissa_inference():
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model = load_infer_model(**INFER_ARGS)
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ref_model = load_reference_model(TINY_LLAMA_PISSA, TINY_LLAMA_PISSA, use_pissa=True, is_trainable=False)
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