markriedl / transformer-walkthrough
A walkthrough of transformer architecture code
☆334Updated last year
Alternatives and similar repositories for transformer-walkthrough:
Users that are interested in transformer-walkthrough are comparing it to the libraries listed below
- All about the fundamental blocks of TF and JAX!☆275Updated 3 years ago
- MinT: Minimal Transformer Library and Tutorials☆252Updated 2 years ago
- Puzzles for exploring transformers☆332Updated last year
- Host repository for the "Reproducible Deep Learning" PhD course☆407Updated 2 years ago
- Lightning Bits: Engineering for Researchers repo☆132Updated 2 years ago
- A pure-functional implementation of a machine learning transformer model in Python/JAX☆177Updated 2 weeks ago
- 100 exercises to learn JAX☆576Updated 2 years ago
- A library to inspect and extract intermediate layers of PyTorch models.☆471Updated 2 years ago
- ☆416Updated 4 months ago
- What would you do with 1000 H100s...☆1,001Updated last year
- Highly commented implementations of Transformers in PyTorch☆132Updated last year
- Notebooks for "Probabilistic Machine Learning" book☆202Updated 2 years ago
- Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research…☆307Updated this week
- ☆196Updated last week
- Original transformer paper: Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information process…☆231Updated 9 months ago
- Project 2 (Building Large Language Models) for Stanford CS324: Understanding and Developing Large Language Models (Winter 2022)☆102Updated last year
- An assignment for CMU CS11-711 Advanced NLP, building NLP systems from scratch☆171Updated 2 years ago
- Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory☆433Updated 5 months ago
- Software Architecture for ML engineers☆395Updated 2 years ago
- All about the fundamentals and working of Diffusion Models☆153Updated 2 years ago
- The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series o…☆689Updated last year
- Annotations of the interesting ML papers I read☆233Updated this week
- ML Collections is a library of Python Collections designed for ML use cases.☆917Updated last week
- PDFs and Codelabs for the Efficient Deep Learning book.☆192Updated last year
- Representation Learning MSc course Summer Semester 2023☆73Updated last year
- An interactive exploration of Transformer programming.☆258Updated last year
- Interview Questions and Answers for Machine Learning Engineer role☆118Updated 2 years ago
- CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning☆175Updated 3 years ago
- A Jax-based library for designing and training transformer models from scratch.☆281Updated 5 months ago
- For optimization algorithm research and development.☆491Updated this week