support galore

Former-commit-id: b67a4a46a88d83bb2a3459b3317b66cda15e0171
This commit is contained in:
hiyouga
2024-03-07 22:41:36 +08:00
parent 5d0c95bd02
commit 1e6fb6c8aa
12 changed files with 115 additions and 16 deletions

View File

@@ -12,6 +12,7 @@ from ...model import load_model, load_tokenizer
from ...train.sft.metric import ComputeMetrics
from ...train.sft.trainer import CustomSeq2SeqTrainer
from ...train.utils import create_modelcard_and_push
from ..utils import create_custom_optimzer
if TYPE_CHECKING:
@@ -49,12 +50,14 @@ def run_sft(
training_args.generation_num_beams = data_args.eval_num_beams or training_args.generation_num_beams
# Initialize our Trainer
optimizer = create_custom_optimzer(model, training_args, finetuning_args)
trainer = CustomSeq2SeqTrainer(
model=model,
args=training_args,
tokenizer=tokenizer,
data_collator=data_collator,
callbacks=callbacks,
optimizers=(optimizer, None),
compute_metrics=ComputeMetrics(tokenizer) if training_args.predict_with_generate else None,
**split_dataset(dataset, data_args, training_args),
)