fix mrope

Former-commit-id: 55bee1d333549ca19858b3f5c1b7b86926e5fb09
This commit is contained in:
hiyouga
2024-12-12 15:08:17 +00:00
parent cfff136b2a
commit fb22651faf
11 changed files with 32 additions and 9 deletions

View File

@@ -25,7 +25,7 @@ from transformers import Trainer
from typing_extensions import override
from ...extras import logging
from ...extras.packages import is_transformers_version_equal_to_4_46
from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than
from ..callbacks import FixValueHeadModelCallback, PissaConvertCallback, SaveProcessorCallback
from ..trainer_utils import create_custom_optimizer, create_custom_scheduler
@@ -48,6 +48,9 @@ class PairwiseTrainer(Trainer):
def __init__(
self, finetuning_args: "FinetuningArguments", processor: Optional["ProcessorMixin"], **kwargs
) -> None:
if is_transformers_version_greater_than("4.46"):
kwargs["processing_class"] = kwargs.pop("tokenizer")
super().__init__(**kwargs)
self.finetuning_args = finetuning_args
self.can_return_loss = True # override property to return eval_loss

View File

@@ -44,7 +44,9 @@ def run_rm(
template = get_template_and_fix_tokenizer(tokenizer, data_args)
dataset_module = get_dataset(template, model_args, data_args, training_args, stage="rm", **tokenizer_module)
model = load_model(tokenizer, model_args, finetuning_args, training_args.do_train, add_valuehead=True)
data_collator = PairwiseDataCollatorWithPadding(template=template, pad_to_multiple_of=8, **tokenizer_module)
data_collator = PairwiseDataCollatorWithPadding(
template=template, model=model, pad_to_multiple_of=8, **tokenizer_module
)
# Update arguments
training_args.remove_unused_columns = False # important for multimodal and pairwise dataset