Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable Answers
Paper • 2402.18589 • Published • 1
How to use BojanaBas/Mistral-7B-Instruct-v0.1-pqa with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("mistralai/Mistral-7B-Instruct-v0.1")
model = PeftModel.from_pretrained(base_model, "BojanaBas/Mistral-7B-Instruct-v0.1-pqa")The following bitsandbytes quantization config was used during training:
PEFT 0.5.0
Link to the paper on arXiv: https://arxiv.org/pdf/2402.18589.pdf