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accroding to data_cleaning.md, after perform split_long_conversation.py, what do we do next?
put the xxx_clean_split.json into the --data_path in the finetune script, like:
torchrun --nproc_per_node=4 --master_port=20001 fastchat/train/train_mem.py \
--model_name_or_path YOUR_LAMA_PATH \
--data_path xxxx_clean_split.json \
--bf16 True \
--output_dir output \
--num_train_epochs 3 \
--per_device_train_batch_size 2 \
--per_device_eval_batch_size 2 \
--gradient_accumulation_steps 16 \
--evaluation_strategy "no" \
--save_strategy "steps" \
--save_steps 1200 \
--save_total_limit 10 \
--learning_rate 2e-5 \
--weight_decay 0. \
--warmup_ratio 0.03 \
--lr_scheduler_type "cosine" \
--logging_steps 1 \
--fsdp "full_shard auto_wrap" \
--fsdp_transformer_layer_cls_to_wrap 'LlamaDecoderLayer' \
--tf32 True \
--model_max_length 2048 \
--gradient_checkpointing True \
--lazy_preprocess True
ok, that's good!
It seems the problem is solved. Close this for now. Feel free to reopen.