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11 changes: 10 additions & 1 deletion contrib/rlhflow/reward_modeling.py
Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,15 @@
DatasetArguments,
ModelArguments,
)
import transformers
from packaging.version import Version

def _dtype_kwargs(dtype):
"""`dtype` keyword of `from_pretrained` exists since transformers 4.56 (PR #39782);
older versions use `torch_dtype`."""
if Version(transformers.__version__) >= Version("4.56"):
return {"dtype": dtype}
return {"torch_dtype": dtype}

## Prepare training_args
pipeline_name = "finetuner"
Expand All @@ -42,7 +51,7 @@
)
# trust_remote_code=True if you want to use chatglm
model = AutoModelForSequenceClassification.from_pretrained(
model_args.model_name_or_path, num_labels=1, torch_dtype=torch.bfloat16
model_args.model_name_or_path, num_labels=1, **_dtype_kwargs(torch.bfloat16),
)
model_lora = get_peft_model(model, peft_config)
model_lora.print_trainable_parameters()
Expand Down