srush / pytorch-lecture
Introductory lecture on Pytorch
☆16Updated 2 years ago
Alternatives and similar repositories for pytorch-lecture:
Users that are interested in pytorch-lecture are comparing it to the libraries listed below
- Functional local implementations of main model parallelism approaches☆95Updated 2 years ago
- ML/DL Math and Method notes☆58Updated last year
- This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog po…☆87Updated last year
- Interview Questions and Answers for Machine Learning Engineer role☆118Updated 2 years ago
- Highly commented implementations of Transformers in PyTorch☆132Updated last year
- MinT: Minimal Transformer Library and Tutorials☆253Updated 2 years ago
- Supplementary Materials for the Deep Learning Book by Ian Goodfellow et al☆53Updated 2 years ago
- All about the fundamental blocks of TF and JAX!☆276Updated 3 years ago
- Resources from the EleutherAI Math Reading Group☆53Updated 3 weeks ago
- Lightning Bits: Engineering for Researchers repo☆132Updated 2 years ago
- ☆151Updated last year
- ☆20Updated 11 months ago
- Custom kernels in Triton language for accelerating LLMs☆18Updated 11 months ago
- Project 2 (Building Large Language Models) for Stanford CS324: Understanding and Developing Large Language Models (Winter 2022)☆102Updated 2 years ago
- Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy☆126Updated last year
- deep learning with pytorch lightningUpdated 4 months ago
- All about the fundamentals and working of Diffusion Models☆154Updated 2 years ago
- Proof-of-concept of global switching between numpy/jax/pytorch in a library.☆18Updated 9 months ago
- Notebooks for the "JAX in Action" book☆133Updated 9 months ago
- Representation Learning MSc course Summer Semester 2023☆74Updated last year
- A puzzle to learn about prompting☆124Updated last year
- Source notebook code for the course, stripped of all information. Please consider puchasing the course at https://store.walkwithfastai.co…☆36Updated last year
- ML Research paper summaries, annotated papers and implementation walkthroughs☆114Updated 3 years ago
- ☆423Updated 5 months ago
- Context Manager to profile the forward and backward times of PyTorch's nn.Module☆84Updated last year
- A miniture AI training framework for PyTorch☆39Updated last month
- Various handy scripts to quickly setup new Linux and Windows sandboxes, containers and WSL.☆40Updated last week
- Basic guidance on how to contribute to Papers with Code☆21Updated 2 years ago
- Gzip and nearest neighbors for text classification☆55Updated last year
- Puzzles for exploring transformers☆333Updated last year