EfficientDL / bookLinks
PDFs and Codelabs for the Efficient Deep Learning book.
☆202Updated 2 years ago
Alternatives and similar repositories for book
Users that are interested in book are comparing it to the libraries listed below
Sorting:
- Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy☆129Updated 2 years ago
- Context Manager to profile the forward and backward times of PyTorch's nn.Module☆82Updated 2 years ago
- ☆134Updated 2 years ago
- ☆73Updated 4 years ago
- Prune a model while finetuning or training.☆405Updated 3 years ago
- All about the fundamental blocks of TF and JAX!☆276Updated 3 years ago
- MinT: Minimal Transformer Library and Tutorials☆259Updated 3 years ago
- TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.☆88Updated 4 years ago
- Annotations of the interesting ML papers I read☆263Updated last month
- A curated list of awesome resources combining Transformers with Neural Architecture Search☆268Updated 2 years ago
- This is a repository for all workshop related materials.☆232Updated last year
- Torch Distributed Experimental☆117Updated last year
- Deep Learning book the covers the principles of deep learning, motivation, explanations, state of the art papers for the various tasks an…☆107Updated 3 years ago
- A survey of all the 'X is all you need'☆75Updated 4 years ago
- This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.☆184Updated 3 years ago
- Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.☆318Updated 3 months ago
- https://slds-lmu.github.io/seminar_multimodal_dl/☆171Updated 2 years ago
- Implementation of a Transformer, but completely in Triton☆276Updated 3 years ago
- This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog po…☆91Updated 2 years ago
- Efficient Deep Learning Survey Paper☆33Updated 2 years ago
- A work in progress. Trying to write about all interesting or necessary pieces in the current development of LLMs and generative AI. Gra…☆198Updated 2 years ago
- Awesome machine learning model compression research papers, quantization, tools, and learning material.☆537Updated last year
- FasterAI: Prune and Distill your models with FastAI and PyTorch☆250Updated 3 weeks ago
- A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop …☆192Updated 5 months ago
- code for the ddp tutorial☆32Updated 3 years ago
- A scalable & efficient active learning/data selection system for everyone.☆217Updated last year
- a lightweight transformer library for PyTorch☆72Updated 4 years ago
- Curated list of awesome material on optimization techniques to make artificial intelligence faster and more efficient 🚀☆119Updated 2 years ago
- ML/DL Math and Method notes☆64Updated last year
- coding an autograd from scratch☆179Updated 6 years ago