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Library for dividing the Embedding layer of the LLM.

Project description

[Currently in development!]

Embeddings-Division

Python script for dividing Embedding layer of LLM.

The solution was tested on meta-llama/Llama-3.2-1B.

Installation

Installation from PyPI:

pip install embdiv

Requirements

  • Python 3.9+
  • cachetools>=5.5.0,
  • torch>=2.5.1,
  • transformers>=4.45.2,

Docs

https://embeddings-division.readthedocs.io/en/latest/

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