qwen25_05b_eaft_full.yaml 753 Bytes
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### model
model_name_or_path: Qwen/Qwen2.5-0.5B-Instruct
trust_remote_code: true

### method
stage: sft
do_train: true
finetuning_type: full
use_eaft_loss: true

### dataset
dataset: identity,alpaca_en_demo
template: qwen
cutoff_len: 2048
max_samples: 1000
overwrite_cache: true
preprocessing_num_workers: 16
dataloader_num_workers: 4

### output
output_dir: qwen2.5-0_5b/full/sft_eaft
logging_steps: 1
save_steps: 500
plot_loss: true
overwrite_output_dir: true
save_only_model: false
report_to: none  # choices: [none, wandb, tensorboard, swanlab, mlflow]


### train
per_device_train_batch_size: 2
gradient_accumulation_steps: 8
learning_rate: 1.0e-5
num_train_epochs: 3.0
lr_scheduler_type: cosine
warmup_ratio: 0.1
bf16: true
ddp_timeout: 180000000