rasbt / faster-pytorch-blogLinks
Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy
☆129Updated 2 years ago
Alternatives and similar repositories for faster-pytorch-blog
Users that are interested in faster-pytorch-blog are comparing it to the libraries listed below
Sorting:
- ☆132Updated 2 years ago
- PDFs and Codelabs for the Efficient Deep Learning book.☆204Updated 2 years ago
- Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.☆319Updated 5 months ago
- A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop …☆193Updated last month
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- Cyclemoid implementation for PyTorch☆90Updated 3 years ago
- Context Manager to profile the forward and backward times of PyTorch's nn.Module☆83Updated 2 years ago
- ML/DL Math and Method notes☆66Updated 2 years ago
- MinT: Minimal Transformer Library and Tutorials☆260Updated 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…☆92Updated 2 years ago
- Convert scikit-learn models to PyTorch modules☆168Updated last year
- Plugin for deploying MLflow models to TorchServe☆110Updated 2 years ago
- https://slds-lmu.github.io/seminar_multimodal_dl/☆171Updated 3 years ago
- FasterAI: Prune and Distill your models with FastAI and PyTorch☆252Updated last week
- Repository containing awesome resources regarding Hugging Face tooling.☆48Updated 2 years ago
- Lightning HPO & Training Studio App☆19Updated 2 years ago
- AI Summer's complete catalog of articles☆112Updated 4 years ago
- Highly commented implementations of Transformers in PyTorch☆138Updated 2 years ago
- ☆64Updated 2 years ago
- TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.☆88Updated 4 years ago
- An open-source AutoML Library based on PyTorch☆309Updated 3 weeks ago
- Learn how to create reliable ML systems by testing code, data and models.☆91Updated 3 years ago
- A scalable & efficient active learning/data selection system for everyone.☆217Updated last year
- ☆32Updated 3 years ago
- Efficient Deep Learning Survey Paper☆34Updated 2 years ago
- Interview Questions and Answers for Machine Learning Engineer role☆117Updated 8 months ago
- The fastai book, 2nd edition (in progress)☆58Updated last year
- A miniture AI training framework for PyTorch☆42Updated last year
- Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.☆160Updated last year
- A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…☆246Updated 3 weeks ago