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Llama-2-7b-LIMA-Alignment
GPRM/Llama-2-7b-LIMA-Alignment
Llama-2-7b-LIMA-Alignment is a machine learning model from GPRM. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
A straightforward implementation of the final Self-Alignment model, inspired by the paper "Self-Alignment with Instruction Backtranslation."
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At a glance
- Model type
- llama
- Access
- Public
- Created
- Apr 14, 2025
- Updated
- Apr 14, 2025
- SHA
- f613d061
Model card
From the Hugging Face model README
A straightforward implementation of the final Self-Alignment model, inspired by the paper "Self-Alignment with Instruction Backtranslation."
This model was fine-tuned on LLaMA-2-hf using self-curation LIMA dataset with high-quality sythetic (Instruction, Answer) pairs.
The fine-tuning process was conducted using LoRA, and the uploaded model is provided in its merged form.
- Type
- llama
- Created
- Apr 14, 2025
- Updated
- Apr 14, 2025