| # 8 * 80GiB | |
| NPROC_PER_NODE=8 \ | |
| CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 \ | |
| swift sft \ | |
| --model Qwen/Qwen2.5-32B \ | |
| --train_type full \ | |
| --dataset 'liucong/Chinese-DeepSeek-R1-Distill-data-110k-SFT' \ | |
| --torch_dtype bfloat16 \ | |
| --max_steps 2000 \ | |
| --streaming true \ | |
| --per_device_train_batch_size 1 \ | |
| --per_device_eval_batch_size 1 \ | |
| --learning_rate 1e-5 \ | |
| --gradient_accumulation_steps 2 \ | |
| --packing true \ | |
| --eval_steps 200 \ | |
| --save_steps 200 \ | |
| --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/Qwen2.5-32B \ | |
| --deepspeed zero3 \ | |
| --use_liger_kernel true \ | |
| --attn_impl flash_attn | |