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Botao Chen 2025-01-03 13:28:39 -08:00
parent 96d8375663
commit 346a6c658d
3 changed files with 73 additions and 9 deletions
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11
llama_stack/apis/post_training/post_training.py
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@ -27,14 +27,24 @@ class OptimizerType(Enum):
sgd = "sgd"
@json_schema_type
class DatasetFormat(Enum):
alpaca = "alpaca"
instruct = "instruct"
chat_sharegpt = "chat_sharegpt"
chat_openai = "chat_openai"
@json_schema_type
class DataConfig(BaseModel):
dataset_id: str
batch_size: int
shuffle: bool
data_format: DatasetFormat
validation_dataset_id: Optional[str] = None
packed: Optional[bool] = False
train_on_input: Optional[bool] = False
column_map: Optional[Dict[str, str]] = None
@json_schema_type
@ -58,7 +68,6 @@ class TrainingConfig(BaseModel):
n_epochs: int
max_steps_per_epoch: int
gradient_accumulation_steps: int
max_validation_steps: int
data_config: DataConfig
optimizer_config: OptimizerConfig
efficiency_config: Optional[EfficiencyConfig] = None