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metamath_lora_qkv_llama2_7b
shuyuej/metamath_lora_qkv_llama2_7b
metamath_lora_qkv_llama2_7b 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
805 MB
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Dec 31, 2023
- Updated
- Jan 24, 2024
- SHA
- 7c5ba6e5
Model card
From the Hugging Face model README
Fine-tune LLaMA 2 (7B) with LoRA on meta-math/MetaMathQA
Fine-tune for one epoch
Result:
After the pre-training: Invalid output length: 7, Testing length: 1319 , Accuracy: 0.580
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.
🚀 Adapter Usage
# Load the Pre-trained LoRA Adapter
model.load_adapter("shuyuej/metamath_lora_qkv_llama2_7b")
model.enable_adapters()
- License
- apache-2.0
- Created
- Dec 31, 2023
- Updated
- Jan 24, 2024