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Botao Chen 2024-12-04 13:59:40 -08:00
parent 41cf2bb0a7
commit 2a15a8a005
12 changed files with 142 additions and 77 deletions
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17
llama_stack/apis/post_training/post_training.py
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@ -7,7 +7,7 @@
from datetime import datetime
from enum import Enum
from typing import Any, Dict, List, Optional, Protocol, Union
from typing import Any, Dict, List, Optional, Protocol
from llama_models.schema_utils import json_schema_type, webmethod
@ -115,21 +115,6 @@ class DPOAlignmentConfig(BaseModel):
gamma: float
@json_schema_type
class PostTrainingSFTRequest(BaseModel):
"""Request to finetune a model."""
job_uuid: str
model: str
algorithm: FinetuningAlgorithm
algorithm_config: Optional[Union[LoraFinetuningConfig, QATFinetuningConfig]] = None
training_config: TrainingConfig
# TODO: define these
hyperparam_search_config: Dict[str, Any]
logger_config: Dict[str, Any]
@json_schema_type
class PostTrainingRLHFRequest(BaseModel):
"""Request to finetune a model."""