JackFram / llama family / text-generation

llama-160m

JackFram/llama-160m

apache-2.0 OTHER + SAFETENSORS 162M params Provisional scores Updated 04 Jan 2024
General Provisional
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Coding Provisional
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Math Provisional
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Reasoning Provisional
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Normalized 0–100 across indexed models.

PrecisionFormatSizeParamsFile
FP16 / smallestOTHER4 KB—training_args.bin
FP16SAFETENSORS650 MB—model.safetensors
FP16OTHER650 MB—pytorch_model.bin

Sizes are file sizes, not peak runtime memory.

From the Hugging Face model card

About this model.

Model description

This is a LLaMA-like model with only 160M parameters trained on Wikipedia and part of the C4-en and C4-realnewslike datasets.

No evaluation has been conducted yet, so use it with care.

The model is mainly developed as a base Small Speculative Model in the SpecInfer paper.

Citation

To cite the model, please use

@misc{miao2023specinfer,
      title={SpecInfer: Accelerating Generative LLM Serving with Speculative Inference and Token Tree Verification}, 
      author={Xupeng Miao and Gabriele Oliaro and Zhihao Zhang and Xinhao Cheng and Zeyu Wang and Rae Ying Yee Wong and Zhuoming Chen and Daiyaan Arfeen and Reyna Abhyankar and Zhihao Jia},
      year={2023},
      eprint={2305.09781},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}