brohrer / parameter_efficiency_leaderboardLinks
The most parameter efficient machine learning models on a few popular benchmarks
☆42Updated 3 years ago
Alternatives and similar repositories for parameter_efficiency_leaderboard
Users that are interested in parameter_efficiency_leaderboard are comparing it to the libraries listed below
Sorting:
- Cyclemoid implementation for PyTorch☆90Updated 3 years ago
- An alternative to convolution in neural networks☆257Updated last year
- A criticism of a recent paper on buggy image downsampling methods in popular image processing and deep learning libraries.☆72Updated 3 years ago
- A simple wrapper over `pydot` and `graphviz` which fixes some sharp edges☆63Updated 2 years ago
- a lightweight transformer library for PyTorch☆72Updated 3 years ago
- Re-implementation of 'Grokking: Generalization beyond overfitting on small algorithmic datasets'☆38Updated 3 years ago
- Pretrained TorchVision models on CIFAR10 dataset (with weights)☆24Updated 5 years ago
- Functional deep learning☆108Updated 2 years ago
- Check if you have training samples in your test set☆64Updated 3 years ago
- ☆37Updated 3 years ago
- A case study of efficient training of large language models using commodity hardware.☆68Updated 3 years ago
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆184Updated 4 years ago
- A generative modelling toolkit for PyTorch.☆70Updated 3 years ago
- Framework-agnostic library for checking array/tensor shapes at runtime.☆46Updated 4 years ago
- Official code for the Stochastic Polyak step-size optimizer☆139Updated last year
- Code for scaling Transformers☆26Updated 4 years ago
- Quick modules to turn regular Neural Networks to Bayesian Neural Networks with Dropout.☆35Updated 4 years ago
- A queue service for quickly developing scripts that use all your GPUs efficiently☆88Updated 3 years ago
- Adaptation of discriminative learning rates from the Fastai library for standard PyTorch.☆18Updated 5 years ago
- Data Twinning☆25Updated 2 years ago
- ☆108Updated 2 years ago
- ☆78Updated 5 years ago
- Yet another mini autodiff system for educational purposes☆30Updated 10 months ago
- GAN models implemented with Pytorch Lightning and Hydra configuration☆33Updated 3 years ago
- A minimal implementation of autograd (in pure Python) 🍰☆95Updated 4 years ago
- 👩 Pytorch and Jax code for the Madam optimiser.☆52Updated 4 years ago
- Python Research Framework☆106Updated 2 years ago
- A lightweight library for tensorflow 2.0☆66Updated 5 years ago
- Large dataset storage format for Pytorch☆45Updated 4 years ago
- Re-implementation of local descriptor HardNet training in fasta2+kornia☆21Updated 5 years ago