wehub-resource-sync
32 lines
937 B
Bash
32 lines
937 B
Bash
# Env: 4 * A100
|
|
# https://github.com/modelscope/ms-swift/blob/main/examples/megatron/long_text.sh
|
|
# Max Length: 16K
|
|
# GPU Memory: 4 * 42GB, Training Speed 10s/it
|
|
NPROC_PER_NODE=4 \
|
|
CUDA_VISIBLE_DEVICES=0,1,2,3 \
|
|
swift sft \
|
|
--model Qwen/Qwen2.5-7B \
|
|
--tuner_type full \
|
|
--dataset 'AI-ModelScope/LongAlpaca-12k' \
|
|
--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 \
|
|
--gradient_accumulation_steps 2 \
|
|
--packing true \
|
|
--eval_steps 200 \
|
|
--save_steps 200 \
|
|
--logging_steps 5 \
|
|
--max_length 16384 \
|
|
--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 \
|
|
--use_liger_kernel true \
|
|
--attn_impl flash_attn
|