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SparseLLM/prosparse-llama-2-13b-predictor
prosparse-llama-2-13b-predictor is a feature extraction model from SparseLLM. Use it when you need embeddings to search or compare text. It is set up for transformers. The card lists the license as mit.
- Model Creator: THUNLP, ModelBest, and PowerInfer
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From the Hugging Face model README
This repository provides a group of sparsity predictors serving for SparseLLM/ProSparse-LLaMA-2-13B.
Please kindly cite using the following BibTeX:
@article{song2024prosparse,
title={{ProSparse}: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models},
author={Song, Chenyang and Han, Xu and Zhang, Zhengyan and Hu, Shengding and Shi, Xiyu and Li, Kuai and Chen, Chen and Liu, Zhiyuan and Li, Guangli and Yang, Tao and Sun, Maosong},
year={2024},
journal={arXiv preprint arXiv:2402.13516},
url={https://arxiv.org/pdf/2402.13516.pdf}
}