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https://github.com/hiyouga/LLaMA-Factory.git
synced 2026-03-03 18:25:59 +08:00
[v1] add sft (#9752)
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@@ -33,13 +33,21 @@ class TrainingArguments:
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default=None,
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metadata={"help": "Global batch size for training, default to DP size * micro batch size."},
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)
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cutoff_len: int = field(
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default=2048,
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metadata={"help": "Maximum sequence length for training."},
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)
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learning_rate: float = field(
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default=1e-4,
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metadata={"help": "Learning rate for training."},
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)
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cutoff_len: int = field(
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default=2048,
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metadata={"help": "Maximum sequence length for training."},
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num_train_epochs: int = field(
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default=3,
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metadata={"help": "Number of training epochs."},
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)
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max_grad_norm: float = field(
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default=1.0,
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metadata={"help": "Maximum gradient norm for training."},
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)
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bf16: bool = field(
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default=False,
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@@ -53,10 +61,24 @@ class TrainingArguments:
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default=16,
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metadata={"help": "Number of workers for batching."},
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)
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enable_activation_checkpointing: bool = field(
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default=True,
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metadata={"help": "Enable activation checkpointing for training."},
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)
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dist_config: PluginConfig | None = field(
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default=None,
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metadata={"help": "Distribution configuration for training."},
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)
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optim_config: PluginConfig | None = field(
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default=None,
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metadata={"help": "Optimizer configuration for training."},
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)
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lr_scheduler_config: PluginConfig | None = field(
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default=None,
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metadata={"help": "Learning rate scheduler configuration for training."},
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)
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def __post_init__(self) -> None:
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self.dist_config = get_plugin_config(self.dist_config)
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self.optim_config = get_plugin_config(self.optim_config)
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self.lr_scheduler_config = get_plugin_config(self.lr_scheduler_config)
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