Spaces:
Build error
Build error
File size: 767 Bytes
72043da |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 |
### model
model_name_or_path: shenzhi-wang/Llama3.1-8B-Chinese-Chat
### method
stage: sft
do_train: true
finetuning_type: lora
lora_target: all
### dataset
dataset: alpaca_mgtv_p2
template: llama3
cutoff_len: 8192
max_samples: 25000
overwrite_cache: true
preprocessing_num_workers: 16
### output
output_dir: saves/Llama3.1-8B-Chinese-Chat
logging_steps: 5
save_steps: 35
plot_loss: true
# overwrite_output_dir: true
### train
per_device_train_batch_size: 16
gradient_accumulation_steps: 8
learning_rate: 1.0e-4
num_train_epochs: 2.0
lr_scheduler_type: cosine
warmup_ratio: 0.1
bf16: true
ddp_timeout: 180000000
### eval
val_size: 0.1
per_device_eval_batch_size: 1
eval_strategy: steps
eval_steps: 35
report_to: wandb
run_name: Llama3.1-8B-Chinese-Chat_lora_sft
|