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VachanVY/README.md

Hi, I'm Vachan. I like to build and train Deep Neural Networks from scratch.

Projects:

NeuroForge: Neural Network made from scratch including backpropagation, the equations are explained with pen and paper, then coded

gpt.jax: GPT written in jax, trained on the tinystories dataset

Vision-Transformers: Vision Transformers in jax, trained on MNIST dataset

Diffusion-Transformers: On going project... Not Public for now...

Mugen

  • Going to make a website for music generation completely from scratch using Pytorch. On going project... Not Open Source

  • Models for this Project

    • Non Autoregressive Transformer
    • Autoregressive Transformer
    • Diffusion Transformer

Pinned Loading

  1. gpt.jax gpt.jax Public

    Generative Pretrained Model (GPT) in JAX. A step by step guide to train LLMs on large datasets from scratch

    Jupyter Notebook 2 1

  2. Vision-Transformers Vision-Transformers Public

    Vision-Transformers in jax using Keras.

    Jupyter Notebook

  3. NeuroForge NeuroForge Public

    Unveiling the Layers: Building a Neural Network (MLP) from Scratch

    Jupyter Notebook

  4. DreamNet DreamNet Public

    Seeing What Deep Convolutional Networks Dream

    Jupyter Notebook