This commit is contained in:
@@ -0,0 +1,33 @@
|
||||
# test env: 4 * A100
|
||||
# Using use_liger_kernel and packing: 4 * 42GB, 1 hour 35 minutes
|
||||
# Not using use_liger_kernel: 4 * 54GB, 1 hour 40 minutes
|
||||
# Not using use_liger_kernel and packing: 4 * 52GB, 3 hours 30 minutes
|
||||
|
||||
NPROC_PER_NODE=4 \
|
||||
CUDA_VISIBLE_DEVICES=0,1,2,3 \
|
||||
swift sft \
|
||||
--model Qwen/Qwen2.5-7B \
|
||||
--tuner_type full \
|
||||
--dataset 'liucong/Chinese-DeepSeek-R1-Distill-data-110k-SFT#10000' \
|
||||
--load_from_cache_file true \
|
||||
--split_dataset_ratio 0.01 \
|
||||
--torch_dtype bfloat16 \
|
||||
--per_device_train_batch_size 1 \
|
||||
--per_device_eval_batch_size 1 \
|
||||
--learning_rate 1e-5 \
|
||||
--num_train_epochs 5 \
|
||||
--gradient_accumulation_steps 2 \
|
||||
--eval_steps 100 \
|
||||
--save_steps 100 \
|
||||
--logging_steps 5 \
|
||||
--max_length 8192 \
|
||||
--warmup_ratio 0.05 \
|
||||
--dataloader_num_workers 8 \
|
||||
--dataset_num_proc 8 \
|
||||
--save_total_limit 2 \
|
||||
--save_only_model true \
|
||||
--output_dir output/Qwen2.5-7B \
|
||||
--deepspeed zero3 \
|
||||
--attn_impl flash_attn \
|
||||
--packing true \
|
||||
--use_liger_kernel true
|
||||
Reference in New Issue
Block a user