saferpaca-7b-lora

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Model Details

Model Description

LoRA finetuned Llama-2-7B-Chat on the Alpaca dataset, mixed with safety data.

Dataset : https://github.com/vinid/safety-tuned-llamas/blob/main/data/training/saferpaca_Instructions_500.json

Base model : https://huggingface.co/TheBloke/Llama-2-7B-Chat-fp16

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

Params :

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

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Training Details

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Framework versions

• PEFT 0.16.1.dev0