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  1. llama3-from-scratch llama3-from-scratch Public

    Clean inference code for LLaMA-3 with lots of comments explaining every step

    Python 1

  2. gpt-from-scratch gpt-from-scratch Public

    Implementing a Decoder-Transformer network (10M parameters) from scratch

    Python

  3. stable-diffusion-from-scratch stable-diffusion-from-scratch Public

    Python

  4. diffusion-from-scratch diffusion-from-scratch Public

    Implementing the DDPM paper from scratch to learn about diffusion models

    Jupyter Notebook

  5. quantization quantization Public

    Implementing various quantization techniques for neural networks using PyTorch

    Jupyter Notebook

  6. teenytoken teenytoken Public

    Clean implementation of Byte-Level Byte Pair Encoding algorithm commonly used for tokenization for LLMs

    Python