sft-v5 / fsdp5_vanilla_speed.sh
sheep33333's picture
Upload fsdp5_vanilla_speed.sh with huggingface_hub
cdf3e93 verified
CUDA_VISIBLE_DEVICES=4,5,6,7 torchrun --nnodes 1 --nproc_per_node 4 --master_port 29502 train_vanilla_speed.py \
--batch-size 1 \
--model_path "/AIRvePFS/ai4science/users/ai4science/users/zyk/seminat_backup/model/OLMo-2-0425-1B" \
--decoder_layers 1 \
--encoder_layers 1 \
--mlp False \
--position_embedding_type "absolute" \
--base "pretrained" \
--save_path "ckp/sft-v5-1e4-1sample-resume" \
--save_name "sft-v5-1e4-1sample-resume" \
--data_type SemiNATForMultiRoundMaskInputStream \
--run_name "olmo2-1b-sft-v5-1sample" \
--epochs 1 \
--chunk_size_limit 5 \
--save_steps 10000 \
--lr 5e-4 \
--weight_decay 0.1 \
--eps 1e-8 \
--dtype bf16 \
--betas 0.9 0.95 \
--warmup_ratio 0.1 \
--data_path "/AIRvePFS/ai4science/users/ai4science/users/zyk/seminat/data/olmo2_base_prob_multi_0723_long_2w.jsonl" \
--max_length 8192 \
--data_processess_num 0 \
--attn_implementation "flash_attention_2" \
# --use_wandb \
# --ptm_model_path "/AIRvePFS/ai4science/users/ai4science/users/zyk/seminat/ckp/pretrain/model.pt" \
# --resume_path "/AIRvePFS/ai4science/users/ai4science/users/zyk/seminat/ckp/sft-v5-1e4-1sample-resume/sft-v5-1e4-1sample-resume-steps_300.pt" \