Trel725 / forward-forwardLinks
A simple Python implementation of forward-forward NN training by G. Hinton from NeurIPS 2022
☆21Updated 3 years ago
Alternatives and similar repositories for forward-forward
Users that are interested in forward-forward are comparing it to the libraries listed below
Sorting:
- Code Release for "Broken Neural Scaling Laws" (BNSL) paper☆59Updated 2 years ago
- ☆75Updated 3 years ago
- Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)☆81Updated 2 years ago
- Reimplementation of Geoffrey Hinton's Forward-Forward Algorithm☆163Updated 2 years ago
- PyTorch implementation of Hinton's FF Algorithm with hard negatives sampling☆15Updated 3 years ago
- Replicating and dissecting the git-re-basin project in one-click-replication Colabs☆37Updated 3 years ago
- Latest Weight Averaging (NeurIPS HITY 2022)☆32Updated 2 years ago
- This repository includes code to reproduce the tables in "Loss Landscapes are All You Need: Neural Network Generalization Can Be Explaine…☆40Updated 2 years ago
- nanoGPT-like codebase for LLM training☆113Updated 3 months ago
- Implementation of a Transformer that Ponders, using the scheme from the PonderNet paper☆82Updated 4 years ago
- HomebrewNLP in JAX flavour for maintable TPU-Training☆51Updated 2 years ago
- Easy Hypernetworks in Pytorch and Jax☆106Updated 3 years ago
- Rational Activation Functions - Replacing Padé Activation Units☆103Updated 10 months ago
- Code accompanying our paper "Feature Learning in Infinite-Width Neural Networks" (https://arxiv.org/abs/2011.14522)☆62Updated 4 years ago
- ☆67Updated 4 years ago
- Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…☆53Updated 2 years ago
- ☆63Updated 4 years ago
- A case study of efficient training of large language models using commodity hardware.☆68Updated 3 years ago
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)☆190Updated 3 years ago
- unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"☆83Updated 3 years ago
- Universal Neurons in GPT2 Language Models☆30Updated last year
- ☆46Updated 2 years ago
- Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi …☆66Updated 5 years ago
- Create animations for the optimization trajectory of neural nets☆163Updated 2 years ago
- Why Do We Need Weight Decay in Modern Deep Learning? [NeurIPS 2024]☆70Updated last year
- ☆73Updated last year
- The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We…☆46Updated 2 years ago
- Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratc…☆154Updated 3 years ago
- Implementation of Memory-Compressed Attention, from the paper "Generating Wikipedia By Summarizing Long Sequences"☆70Updated 2 years ago
- Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023☆137Updated last year