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accroding to data_cleaning.md, after perform split_long_conversation.py, what do we do next?

Open eeric opened this issue 2 years ago • 2 comments

eeric avatar Apr 15 '23 04:04 eeric

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

CiaoHe avatar Apr 15 '23 05:04 CiaoHe

ok, that's good!

eeric avatar Apr 15 '23 05:04 eeric

It seems the problem is solved. Close this for now. Feel free to reopen.

merrymercy avatar Apr 16 '23 07:04 merrymercy