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https://github.com/hiyouga/LLaMA-Factory.git
synced 2025-09-01 18:52:50 +08:00
[misc] fix constants (#9008)
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@ -5,7 +5,7 @@
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[](https://github.com/hiyouga/LLaMA-Factory/graphs/contributors)
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[](https://github.com/hiyouga/LLaMA-Factory/actions/workflows/tests.yml)
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[](https://pypi.org/project/llamafactory/)
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[](https://scholar.google.com/scholar?cites=12620864006390196564)
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[](https://scholar.google.com/scholar?cites=12620864006390196564)
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[](https://hub.docker.com/r/hiyouga/llamafactory/tags)
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[](https://twitter.com/llamafactory_ai)
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@ -124,12 +124,12 @@ Choose your path:
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[25/08/06] We supported fine-tuning the **[GPT-OSS](https://github.com/openai/gpt-oss)** models. See [PR #8826](https://github.com/hiyouga/LLaMA-Factory/pull/8826) to get started.
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<details><summary>Full Changelog</summary>
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[25/07/02] We supported fine-tuning the **[GLM-4.1V-9B-Thinking](https://github.com/THUDM/GLM-4.1V-Thinking)** model.
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[25/04/28] We supported fine-tuning the **[Qwen3](https://qwenlm.github.io/blog/qwen3/)** model family.
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<details><summary>Full Changelog</summary>
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[25/04/21] We supported the **[Muon](https://github.com/KellerJordan/Muon)** optimizer. See [examples](examples/README.md) for usage. Thank [@tianshijing](https://github.com/tianshijing)'s PR.
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[25/04/16] We supported fine-tuning the **[InternVL3](https://huggingface.co/OpenGVLab/InternVL3-8B)** model. See [PR #7258](https://github.com/hiyouga/LLaMA-Factory/pull/7258) to get started.
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@ -5,7 +5,7 @@
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[](https://github.com/hiyouga/LLaMA-Factory/graphs/contributors)
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[](https://github.com/hiyouga/LLaMA-Factory/actions/workflows/tests.yml)
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[](https://pypi.org/project/llamafactory/)
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[](https://scholar.google.com/scholar?cites=12620864006390196564)
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[](https://scholar.google.com/scholar?cites=12620864006390196564)
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[](https://hub.docker.com/r/hiyouga/llamafactory/tags)
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[](https://twitter.com/llamafactory_ai)
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@ -87,7 +87,7 @@ https://github.com/user-attachments/assets/43b700c6-a178-41db-b1f8-8190a5d3fcfc
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- **多种模型**:LLaMA、LLaVA、Mistral、Mixtral-MoE、Qwen、Qwen2-VL、DeepSeek、Yi、Gemma、ChatGLM、Phi 等等。
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- **集成方法**:(增量)预训练、(多模态)指令监督微调、奖励模型训练、PPO 训练、DPO 训练、KTO 训练、ORPO 训练等等。
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- **多种精度**:16 比特全参数微调、冻结微调、LoRA 微调和基于 AQLM/AWQ/GPTQ/LLM.int8/HQQ/EETQ 的 2/3/4/5/6/8 比特 QLoRA 微调。
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- **先进算法**:[GaLore](https://github.com/jiaweizzhao/GaLore)、[BAdam](https://github.com/Ledzy/BAdam)、[APOLLO](https://github.com/zhuhanqing/APOLLO)、[Adam-mini](https://github.com/zyushun/Adam-mini)、[Muon](https://github.com/KellerJordan/Muon)、 [OFT](https://github.com/huggingface/peft/tree/main/src/peft/tuners/oft)、DoRA、LongLoRA、LLaMA Pro、Mixture-of-Depths、LoRA+、LoftQ 和 PiSSA。
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- **先进算法**:[GaLore](https://github.com/jiaweizzhao/GaLore)、[BAdam](https://github.com/Ledzy/BAdam)、[APOLLO](https://github.com/zhuhanqing/APOLLO)、[Adam-mini](https://github.com/zyushun/Adam-mini)、[Muon](https://github.com/KellerJordan/Muon)、[OFT](https://github.com/huggingface/peft/tree/main/src/peft/tuners/oft)、DoRA、LongLoRA、LLaMA Pro、Mixture-of-Depths、LoRA+、LoftQ 和 PiSSA。
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- **实用技巧**:[FlashAttention-2](https://github.com/Dao-AILab/flash-attention)、[Unsloth](https://github.com/unslothai/unsloth)、[Liger Kernel](https://github.com/linkedin/Liger-Kernel)、RoPE scaling、NEFTune 和 rsLoRA。
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- **广泛任务**:多轮对话、工具调用、图像理解、视觉定位、视频识别和语音理解等等。
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- **实验监控**:LlamaBoard、TensorBoard、Wandb、MLflow、[SwanLab](https://github.com/SwanHubX/SwanLab) 等等。
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@ -126,12 +126,12 @@ https://github.com/user-attachments/assets/43b700c6-a178-41db-b1f8-8190a5d3fcfc
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[25/08/06] 我们支持了 **[GPT-OSS](https://github.com/openai/gpt-oss)** 模型的微调。查看 [PR #8826](https://github.com/hiyouga/LLaMA-Factory/pull/8826) 以使用。
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<details><summary>展开日志</summary>
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[25/07/02] 我们支持了 **[GLM-4.1V-9B-Thinking](https://github.com/THUDM/GLM-4.1V-Thinking)** 模型的微调。
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[25/04/28] 我们支持了 **[Qwen3](https://qwenlm.github.io/blog/qwen3/)** 系列模型的微调。
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<details><summary>展开日志</summary>
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[25/04/21] 我们支持了 **[Muon](https://github.com/KellerJordan/Muon)** 优化器。详细用法请参照 [examples](examples/README_zh.md)。感谢 [@tianshijing](https://github.com/tianshijing) 的 PR。
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[25/04/16] 我们支持了 **[InternVL3](https://huggingface.co/OpenGVLab/InternVL3-8B)** 模型的微调。查看 [PR #7258](https://github.com/hiyouga/LLaMA-Factory/pull/7258) 以使用。
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@ -98,7 +98,7 @@ class FunctionFormatter(StringFormatter):
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def apply(self, **kwargs) -> SLOTS:
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content: str = kwargs.pop("content")
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thought_words, thought = kwargs.pop("thought_words", None), None
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if thought_words and len(thought_words)== 2:
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if thought_words and len(thought_words) == 2:
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regex = re.compile(rf"{re.escape(thought_words[0])}(.*?){re.escape(thought_words[1])}", re.DOTALL)
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thought = re.search(regex, content)
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@ -1855,19 +1855,17 @@ register_template(
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)
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#copied from seed_coder
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# copied from seed_coder
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register_template(
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name="seed_oss",
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format_user=StringFormatter(
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slots=[{"bos_token"}, "user\n{{content}}", {"eos_token"}, {"bos_token"}, "assistant\n"]
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),
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format_system=StringFormatter(slots=[{"bos_token"}, "system\n{{content}}", {"eos_token"}]),
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format_function=FunctionFormatter(
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slots=[{"bos_token"}, "\n{{content}}", {"eos_token"}], tool_format="seed_oss"
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),
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format_function=FunctionFormatter(slots=[{"bos_token"}, "\n{{content}}", {"eos_token"}], tool_format="seed_oss"),
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format_tools=ToolFormatter(tool_format="seed_oss"),
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template_class=ReasoningTemplate,
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thought_words=("<seed:think>", "</seed:think>")
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thought_words=("<seed:think>", "</seed:think>"),
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)
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@ -355,6 +355,7 @@ class GLM4MOEToolUtils(QwenToolUtils):
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return "\n".join(function_texts)
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class SeedToolUtils(ToolUtils):
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r"""Seed tool using template."""
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@ -387,8 +388,7 @@ class SeedToolUtils(ToolUtils):
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def tool_extractor(content: str) -> Union[str, list["FunctionCall"]]:
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results = []
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regex = re.compile(
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r"<seed:tool_call>\s*<function=\s*([^\s<]+)\s*(.*?)\s*</function>\s*</seed:tool_call>",
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re.DOTALL
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r"<seed:tool_call>\s*<function=\s*([^\s<]+)\s*(.*?)\s*</function>\s*</seed:tool_call>", re.DOTALL
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)
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for func_name, params_block in re.findall(regex, content):
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args_dict = {}
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@ -405,6 +405,7 @@ class SeedToolUtils(ToolUtils):
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return results
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TOOLS = {
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"default": DefaultToolUtils(),
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"glm4": GLM4ToolUtils(),
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@ -645,6 +645,7 @@ register_model_group(
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template="falcon",
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)
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register_model_group(
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models={
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"Falcon-H1-0.5B-Base": {
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@ -1264,6 +1265,7 @@ register_model_group(
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multimodal=True,
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)
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register_model_group(
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models={
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"Intern-S1-mini": {
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@ -1275,6 +1277,7 @@ register_model_group(
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multimodal=True,
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)
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register_model_group(
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models={
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"Jamba-v0.1": {
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@ -3039,18 +3042,40 @@ register_model_group(
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models={
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"Seed-Coder-8B-Base": {
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DownloadSource.DEFAULT: "ByteDance-Seed/Seed-Coder-8B-Base",
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DownloadSource.MODELSCOPE: "ByteDance-Seed/Seed-Coder-8B-Base",
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},
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"Seed-Coder-8B-Instruct": {
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DownloadSource.DEFAULT: "ByteDance-Seed/Seed-Coder-8B-Instruct",
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DownloadSource.MODELSCOPE: "ByteDance-Seed/Seed-Coder-8B-Instruct",
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},
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"Seed-Coder-8B-Instruct-Reasoning": {
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"Seed-Coder-8B-Thinking": {
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DownloadSource.DEFAULT: "ByteDance-Seed/Seed-Coder-8B-Reasoning-bf16",
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DownloadSource.MODELSCOPE: "ByteDance-Seed/Seed-Coder-8B-Reasoning-bf16",
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},
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},
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template="seed_coder",
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)
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register_model_group(
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models={
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"Seed-OSS-36B-Base": {
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DownloadSource.DEFAULT: "ByteDance-Seed/Seed-OSS-36B-Base",
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DownloadSource.MODELSCOPE: "ByteDance-Seed/Seed-OSS-36B-Base",
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},
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"Seed-OSS-36B-Base-woSyn": {
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DownloadSource.DEFAULT: "ByteDance-Seed/Seed-OSS-36B-Base-woSyn",
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DownloadSource.MODELSCOPE: "ByteDance-Seed/Seed-OSS-36B-Base-woSyn",
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},
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"Seed-OSS-36B-Instruct": {
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DownloadSource.DEFAULT: "ByteDance-Seed/Seed-OSS-36B-Instruct",
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DownloadSource.MODELSCOPE: "ByteDance-Seed/Seed-OSS-36B-Instruct",
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},
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},
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template="seed_oss",
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)
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register_model_group(
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models={
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"Skywork-13B-Base": {
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