huawei-noah / MOASpec-Llama-3-8B-Instruct

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Model's Last Updated: January 08 2025

Introduction of MOASpec-Llama-3-8B-Instruct

Model Details of MOASpec-Llama-3-8B-Instruct

Mixture of Attentions for Speculative Decoding

This checkpoint was obtained from " Mixture of Attentions For Speculative Decoding " by Matthieu Zimmer*, Milan Gritta*, Gerasimos Lampouras, Haitham Bou Ammar, and Jun Wang. The paper introduces a novel architecture for speculative decoding that enhances the speed of large language model (LLM) inference.

It is supported in vLLM see our Github repository .

Checkpoints
Base Model MOA Spec on Hugging Face Base Model Parameters MOA Spec Parameters
meta-llama/Meta-Llama-3-8B-Instruct huawei-noah/MOASpec-Llama-3-8B-Instruct 8B 0.25B
Citation

If you use this code or this checkpoint in your research, please cite our paper:

@misc{zimmer2024mixtureattentionsspeculativedecoding,
      title={Mixture of Attentions For Speculative Decoding}, 
      author={Matthieu Zimmer and Milan Gritta and Gerasimos Lampouras and Haitham Bou Ammar and Jun Wang},
      year={2024},
      eprint={2410.03804},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2410.03804}, 
}
License

This project is licensed under the MIT License. See the LICENSE file for more details.

Disclaimer: This open source project is not an official Huawei product, Huawei is not expected to provide support for this project.

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