chansung/alpaca-lora-13b

This repository comes with LoRA checkpoint to make LLaMA into a chatbot like language model. The checkpoint is the output of instruction following fine-tuning process with the following settings on 8xA100(40G) DGX system.

• Dataset: cleaned-up Alpaca dataset up to 04/06/23
• Training script: borrowed from the official Alpaca-LoRA implementation
• Training script:

python finetune.py \
    --base_model='decapoda-research/llama-13b-hf' \
    --num_epochs=10 \
    --cutoff_len=512 \
    --group_by_length \
    --output_dir='./lora-alpaca' \
    --lora_target_modules='[q_proj,k_proj,v_proj,o_proj]' \
    --lora_r=16 \
    --batch_size=... \
    --micro_batch_size=...