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SoTA Transformers with C-backend for fast inference on your CPU.

Project description

We identify three pillers to enable fast inference of SoTA AI models on your CPU:

  1. Fast C/C++ LLM inference kernels for CPU.
  2. Machine Learning Research & Exploration front - Compression through quantization, sparsification, training on more data, collecting data and training instruction & chat models.
  3. Easy to use API for fast AI inference in dynamically typed language like Python.

This project aims to address the third using LLaMa.cpp and GGML.

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