mpezeshki / pytorch_forward_forwardLinks
Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation
β1,490Updated 2 years ago
Alternatives and similar repositories for pytorch_forward_forward
Users that are interested in pytorch_forward_forward are comparing it to the libraries listed below
Sorting:
- π¦ Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorchβ2,181Updated last year
- β792Updated last month
- Tensors, for human consumptionβ1,338Updated last month
- Cramming the training of a (BERT-type) language model into limited compute.β1,357Updated last year
- The official implementation of βSophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-trainingββ981Updated last year
- Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)β1,299Updated last year
- Convolutions for Sequence Modelingβ909Updated last year
- maximal update parametrization (Β΅P)β1,650Updated last year
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.β1,112Updated 3 weeks ago
- Structured state space sequence modelsβ2,812Updated last year
- Code for our NeurIPS 2022 paperβ372Updated 2 years ago
- torchview: visualize pytorch modelsβ1,017Updated 7 months ago
- β2,801Updated last year
- Foundation Architecture for (M)LLMsβ3,128Updated last year
- Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)β1,977Updated last year
- VICReg official code baseβ553Updated 2 years ago
- The WeightWatcher tool for predicting the accuracy of Deep Neural Networksβ1,708Updated 3 weeks ago
- A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.β969Updated last year
- A library to inspect and extract intermediate layers of PyTorch models.β475Updated 3 years ago
- Reimplementation of Geoffrey Hinton's Forward-Forward Algorithmβ160Updated 2 years ago
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathwaysβ828Updated 3 years ago
- Closed-form Continuous-time Neural Networksβ999Updated last year
- arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors β¦β1,434Updated 2 years ago
- Hopfield Networks is All You Needβ1,891Updated 2 years ago
- Long Range Arena for Benchmarking Efficient Transformersβ771Updated 2 years ago
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate β¦β638Updated 2 years ago
- Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.β383Updated last year
- 100 exercises to learn JAXβ596Updated 3 years ago
- The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series oβ¦β776Updated 2 years ago
- ML Collections is a library of Python Collections designed for ML use cases.β1,005Updated 2 months ago