safety-lora-alpaca-7b-fullft

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Finetuned (LoRA) this model on a set of pure safety data : https://huggingface.co/foo-barrr/alpaca-7b-fullft ^Baseline model was generated by training Llama-2-7b-fp16 on the Alpaca dataset.

Dataset used : https://github.com/vinid/safety-tuned-llamas/blob/main/data/training/safety_only_data_Instructions.json

https://github.com/rahuln32/LLMs-Finetuning-Safety-Drift-Fixes/tree/main/llama2

Params :

Batch size : 64 Gradient accumulation steps : 1 LR : 5e-5 Epochs : 3

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Framework versions

• PEFT 0.16.1.dev0