| # 2 * 80GiB | |
| NPROC_PER_NODE=2 \ | |
| CUDA_VISIBLE_DEVICES=0,1 \ | |
| megatron sft \ | |
| --load Qwen2.5-7B-Instruct-mcore \ | |
| --dataset 'AI-ModelScope/alpaca-gpt4-data-zh#500' \ | |
| 'AI-ModelScope/alpaca-gpt4-data-en#500' \ | |
| 'swift/self-cognition#500' \ | |
| --tensor_model_parallel_size 2 \ | |
| --micro_batch_size 4 \ | |
| --global_batch_size 16 \ | |
| --recompute_granularity selective \ | |
| --train_iters 100 \ | |
| --eval_iters 5 \ | |
| --finetune true \ | |
| --cross_entropy_loss_fusion true \ | |
| --lr 1e-5 \ | |
| --lr_warmup_iters 10 \ | |
| --min_lr 1e-6 \ | |
| --save megatron_output/Qwen2.5-7B-Instruct \ | |
| --save_interval 100 \ | |
| --max_length 2048 \ | |
| --system 'You are a helpful assistant.' \ | |
| --num_workers 4 \ | |
| --no_save_optim true \ | |
| --no_save_rng true \ | |
| --dataset_num_proc 4 \ | |
| --model_author swift \ | |
| --model_name swift-robot | |