BLOOM-fine-tuning

This project is for fine-tuning BLOOM. The repo contains:

• We use Stanford Alpaca.

Try it on Google Colab!

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Installation

pip install -r requirements.txt

Data: alpaca

Training

alpaca

python finetune-alpaca.py \
    --per_device_train_batch_size 2 \
    --gradient_accumulation_steps 1 \
    --num_train_epochs 2 \
    --learning_rate 2e-5 \
    --fp16 True \
    --logging_steps 10 \
    --output_dir output

Progress

• [x] Add Google Colab example
• [x] Test bloom-560m
• [x] Test bloom-1b7
• [ ] Test bloom-7b1
• [ ] Support Evaluation