File size: 681 Bytes
2dd2573 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 | # 4*80G
# exp: https://github.com/modelscope/ms-swift/pull/5355
CUDA_VISIBLE_DEVICES=0,1,2,3 \
NPROC_PER_NODE=4 \
swift sft \
--model Qwen/Qwen2.5-Math-1.5B \
--train_type full \
--dataset AI-MO/NuminaMath-CoT#100000 \
--load_from_cache_file true \
--torch_dtype bfloat16 \
--enable_dft_loss true \
--num_train_epochs 1 \
--per_device_train_batch_size 8 \
--learning_rate 5e-5 \
--gradient_accumulation_steps 32 \
--save_total_limit 2 \
--logging_steps 5 \
--max_length 2048 \
--output_dir output \
--system 'You are a helpful assistant.' \
--warmup_ratio 0.1 \
--deepspeed zero2 \
--dataloader_num_workers 4
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