wehub-resource-sync
27 lines
780 B
Bash
27 lines
780 B
Bash
# sh examples/custom/sft.sh
|
|
CUDA_VISIBLE_DEVICES=0 \
|
|
swift sft \
|
|
--external_plugins examples/custom/dataset.py \
|
|
examples/custom/model.py \
|
|
--model AI-ModelScope/Nemotron-Mini-4B-Instruct \
|
|
--tuner_type lora \
|
|
--dataset swift/stsb \
|
|
--split_dataset_ratio 0.01 \
|
|
--num_train_epochs 3 \
|
|
--per_device_train_batch_size 1 \
|
|
--per_device_eval_batch_size 1 \
|
|
--learning_rate 1e-4 \
|
|
--lora_rank 8 \
|
|
--lora_alpha 32 \
|
|
--target_modules all-linear \
|
|
--gradient_accumulation_steps 16 \
|
|
--eval_steps 100 \
|
|
--save_steps 100 \
|
|
--save_total_limit 2 \
|
|
--logging_steps 5 \
|
|
--warmup_ratio 0.05 \
|
|
--dataloader_num_workers 4 \
|
|
--max_length 2048 \
|
|
--output_dir output \
|
|
--dataset_num_proc 4
|