Former-commit-id: 1c850de660c671d92f0bc63f230d338b60b7c0bd
This commit is contained in:
hiyouga
2024-03-01 13:02:41 +08:00
parent 5306a71b42
commit 59a9a5994e
9 changed files with 99 additions and 87 deletions

View File

@@ -12,7 +12,7 @@ from ...data import get_dataset
from ...extras.callbacks import FixValueHeadModelCallback
from ...extras.misc import fix_valuehead_checkpoint
from ...extras.ploting import plot_loss
from ...model import load_model_and_tokenizer
from ...model import load_model, load_tokenizer
from ...train.ppo.trainer import CustomPPOTrainer
from ...train.utils import create_ref_model, create_reward_model
@@ -31,10 +31,9 @@ def run_ppo(
generating_args: "GeneratingArguments",
callbacks: Optional[List["TrainerCallback"]] = None,
):
model, tokenizer = load_model_and_tokenizer(
model_args, finetuning_args, training_args.do_train, add_valuehead=True
)
tokenizer = load_tokenizer(model_args)
dataset = get_dataset(tokenizer, model_args, data_args, training_args, stage="ppo")
model = load_model(tokenizer, model_args, finetuning_args, training_args.do_train, add_valuehead=True)
tokenizer.padding_side = "left" # use left-padding in generation while using right-padding in training
data_collator = DataCollatorWithPadding(tokenizer=tokenizer)