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metamath_lora_llama2_7b_5_epoch
shuyuej/metamath_lora_llama2_7b_5_epoch
metamath_lora_llama2_7b_5_epoch is a machine learning model from shuyuej. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
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Public
Updated Jan 24, 2024
Repo size
6.4 GB
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Dec 26, 2023
- Updated
- Jan 24, 2024
- SHA
- c6b4e7e9
Model card
From the Hugging Face model README
Fine-tune LLaMA 2 (7B) with LoRA on meta-math/MetaMathQA
Fine-tune for 4.66 epochs
Result:
Reload the saved adapter: Invalid output length:, Testing length: 1319, Accuracy:
Comparison
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.
Deployment
# Load the Pre-trained LoRA Adapter
model.load_adapter("shuyuej/metamath_lora_llama2_7b_5_epoch")
model.enable_adapters()
- License
- apache-2.0
- Created
- Dec 26, 2023
- Updated
- Jan 24, 2024