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torchrun --nnodes 1 --nproc_per_node 1 --master_port 29501 train3.py \
--batch-size 1 \
--model_path "/AIRvePFS/ai4science/users/ai4science/users/zyk/seminat_backup/model/OLMo-2-0425-1B" \
--save_path "ckp/sft-v4-1e3-len4-fc-chunklimit4-jueduipos" \
--save_name "sft-v4-1e3-len4-fc-chunklimit4-jueduipos" \
--data_type SemiNATForSingleRoundMaskInput \
--run_name "olmo2-1b-sft-v4-bs1-lr1e3-len4-1-fc-chunklimit4-jueduipos" \
--epochs 300 \
--chunk_size_limit 4 \
--save_steps 100 \
--lr 1e-3 \
--weight_decay 0.1 \
--eps 1e-8 \
--decay_norm_and_bias true \
--decay_embeddings false \
--betas 0.9 0.95 \
--warmup_steps 0.1 \
--total_steps 300 \
--min_lr 5e-7 \
--data_path "/AIRvePFS/ai4science/users/ai4science/users/zyk/seminat_backup/data/sft_prob_chunk_0514_1k_len4_1sample_olmo2.parquet" \
--max_length 2048 \
--data_processess_num 1 \
--use_wandb \
# --use_lora \
# torchrun --nnodes 1 --nproc_per_node 1 train.py \
# --batch-size 1 \
# --model_path "/AIRvePFS/ai4science/users/ai4science/users/zyk/seminat_backup/model/OLMoE-1B-7B-0924-SFT" \
# --save_path "ckp/" \
# --save_name "sft-v1" \
# --epochs 10 \
# --lr 1e-5 \
# --data_path "/AIRvePFS/ai4science/users/ai4science/users/zyk/seminat_backup/data/sft_prob_chunk_0406_1k/train-00000-of-00001.parquet" \
# --max_length 2048 \
# --use_lora |