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shuyuej/
metamath_lora_llama2_7b

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Fine-tune LLaMA 2 (7B) with LoRA on meta-math/MetaMathQA

Fine-tune for one epoch

After the pre-training: Invalid output length: 8, Testing length: 1319, Accuracy: 0.610

Reload the saved adapter: Invalid output length: 9, Testing length: 1319, Accuracy: 0.609

The official report accuracy is 0.665 by fine-tuning the whole LLaMA 2 7B model for 3 epochs.

Note: The LoRA adapter is being used for future research purposes.

python

# Load the Pre-trained LoRA Adapter
model.load_adapter("shuyuej/metamath_lora_llama2_7b")
model.enable_adapters()