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Vadimbuildercxx/README.md

๐Ÿ‘‹ Hi, I'm Vadim

GitHub followers Python Jupyter

๐Ÿš€ Featured Projects

๐Ÿ”„ looped_transformer

Neural network architecture implementation focusing on sequential data processing

  • ๐ŸŒŸ 5 Stars
  • ๐Ÿ“’ Jupyter Notebook
  • ๐Ÿ”— View Project

๐Ÿงฎ NumpyGPT

Custom implementation of GPT-like architecture using NumPy

  • ๐Ÿ Python
  • ๐Ÿง  Machine Learning
  • ๐Ÿ”— View Project

๐Ÿ mamba_fast_simple

Fast JAX implementation of mamba

  • โšก Fast implementation
  • โš›๏ธ Associative parallel scan
  • ๐Ÿค— Huggingface compatible
  • ๐Ÿ”— View Project

๐Ÿค– Custom_nn

Neural network framework built from scratch

  • ๐Ÿ Python
  • ๐Ÿ”ฌ Deep Learning
  • ๐Ÿ”— View Project

๐Ÿ’ป Tech Stack

skills = {
    'Languages': ['Python', 'C++', 'SQL'],
    'ML/DL': ['PyTorch', 'TensorFlow', 'NumPy', 'Pandas'],
    'Tools': ['Jupyter', 'Git', 'Docker'],
    'Interests': ['Machine Learning', 'Neural Networks', 'Data Science']
}

๐Ÿ“Š GitHub Stats

Contribution Graph

GitHub Stats

๐ŸŽฏ Current Focus

  • ๐Ÿ” Exploring advanced transformer architectures
  • ๐Ÿ“š Deep diving into machine learning optimization
  • ๐ŸŒฑ Contributing to open-source ML projects

๐Ÿ“ซ Connect With Me

  • ๐Ÿ’ฌ Ask me about Machine Learning, Neural Networks, and Python
  • ๐Ÿ“ง Reach out for collaborations

Let's connect and build something amazing together!

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  1. looped_transformer looped_transformer Public

    Experimental implementation of "Looped Transformers are Better at Learning Learning Algorithms" showing superior performance with 12x fewer parameters. Includes complete environment setup, pre-traiโ€ฆ

    Jupyter Notebook 5

  2. NumpyGPT NumpyGPT Public

    A lightweight educational implementation of GPT (Generative Pre-trained Transformer) using NumPy/CuPy. Features PyTorch-like syntax, GPU acceleration, and complete transformer architecture with cusโ€ฆ

    Python 3

  3. Custom_nn Custom_nn Public

    ๐Ÿง  Collection of neural network implementations from scratch. Clean PyTorch implementations with educational comments and ready training loops.

    Python 2

  4. Diploma Diploma Public

    Jupyter Notebook