wehub-resource-sync
30 lines
858 B
Bash
30 lines
858 B
Bash
deepspeed fastchat/train/train_lora.py \
|
|
--model_name_or_path lmsys/vicuna-7b-v1.5 \
|
|
--lora_r 8 \
|
|
--lora_alpha 16 \
|
|
--lora_dropout 0.05 \
|
|
--data_path $DATA_PATH \
|
|
--output_dir ./checkpoints \
|
|
--num_train_epochs 150 \
|
|
--fp16 True \
|
|
--per_device_train_batch_size 2 \
|
|
--per_device_eval_batch_size 2 \
|
|
--gradient_accumulation_steps 1 \
|
|
--evaluation_strategy "steps" \
|
|
--eval_steps 100 \
|
|
--save_strategy "steps" \
|
|
--save_steps 200 \
|
|
--save_total_limit 2 \
|
|
--learning_rate 2e-5 \
|
|
--weight_decay 0. \
|
|
--warmup_ratio 0.03 \
|
|
--lr_scheduler_type "cosine" \
|
|
--logging_strategy "steps" \
|
|
--logging_steps 1 \
|
|
--tf32 True \
|
|
--model_max_length 2048 \
|
|
--q_lora False \
|
|
--deepspeed $PATH_TO_DEEPSPEED_CONFIG \
|
|
--gradient_checkpointing True \
|
|
--flash_attn False
|