preetam7/ClaimVer
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How to use preetam7/ClaimVer_LLaMA3-8B-Chat with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Meta-Llama-3-8B-Instruct")
model = PeftModel.from_pretrained(base_model, "preetam7/ClaimVer_LLaMA3-8B-Chat")This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on the ClaimVer (https://huggingface.co/datasets/preetam7/ClaimVer) dataset.
For additional details on the usage, preparation, and limitations of this model, please refer to https://arxiv.org/pdf/2403.09724
If you find this model useful, please cite:
@article{dammu2024claimver, title={ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs}, author={Dammu, Preetam Prabhu Srikar and Naidu, Himanshu and Dewan, Mouly and Kim, YoungMin and Roosta, Tanya and Chadha, Aman and Shah, Chirag}, journal={arXiv preprint arXiv:2403.09724}, year={2024} }
Base model
meta-llama/Meta-Llama-3-8B-Instruct