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# 4. train.py
# Fine-tuning logic
from transformers import Trainer, TrainingArguments
from model_utils import BugClassifier
def fine_tune_model(dataset):
model = BugClassifier().model
training_args = TrainingArguments(
output_dir="./results",
evaluation_strategy="epoch",
save_strategy="epoch",
per_device_train_batch_size=8,
num_train_epochs=3,
logging_dir="./logs",
logging_steps=10,
)
trainer = Trainer(
model=model,
args=training_args,
train_dataset=dataset["train"],
eval_dataset=dataset["test"],
)
trainer.train()
model.save_pretrained("./fine_tuned_model") |