mpezeshki / pytorch_forward_forward

Related projects ⓘ

Alternatives and complementary repositories for pytorch_forward_forward

• lucidrains / lion-pytorch
  🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
  ☆2,041Updated 5 months ago
• xl0 / lovely-tensors
  Tensors, for human consumption
  ☆1,113Updated 3 weeks ago
• google / learned_optimization
  ☆751Updated this week
• tysam-code / hlb-CIFAR10
  Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)
  ☆1,223Updated last year
• state-spaces / s4
  Structured state space sequence models
  ☆2,470Updated 4 months ago
• microsoft / mup
  maximal update parametrization (µP)
  ☆1,402Updated 4 months ago
• nnaisense / evotorch
  Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
  ☆1,016Updated this week
• JonasGeiping / cramming
  Cramming the training of a (BERT-type) language model into limited compute.
  ☆1,296Updated 5 months ago
• libffcv / ffcv
  FFCV: Fast Forward Computer Vision (and other ML workloads!)
  ☆2,867Updated 5 months ago
• phlippe / uvadlc_notebooks
  Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
  ☆2,579Updated 3 weeks ago
• Liuhong99 / Sophia
  The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
  ☆939Updated 9 months ago
• pytorch / functorch
  functorch is JAX-like composable function transforms for PyTorch.
  ☆1,396Updated this week
• archinetai / surgeon-pytorch
  A library to inspect and extract intermediate layers of PyTorch models.
  ☆470Updated 2 years ago
• kach / gradient-descent-the-ultimate-optimizer
  Code for our NeurIPS 2022 paper
  ☆363Updated last year
• srush / annotated-s4
  Implementation of https://srush.github.io/annotated-s4
  ☆469Updated last year
• HazyResearch / safari
  Convolutions for Sequence Modeling
  ☆869Updated 5 months ago
• facebookresearch / schedule_free
  Schedule-Free Optimization in PyTorch
  ☆1,898Updated 2 weeks ago
• ELS-RD / kernl
  Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…
  ☆1,535Updated 9 months ago
• HazyResearch / H3
  Language Modeling with the H3 State Space Model
  ☆513Updated last year
• patrick-kidger / torchtyping
  Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
  ☆1,408Updated 3 months ago
• tanelp / tiny-diffusion
  A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.
  ☆663Updated 6 months ago
• n2cholas / awesome-jax
  JAX - A curated list of resources https://github.com/google/jax
  ☆1,562Updated 4 months ago
• google-deepmind / alphatensor
  ☆2,688Updated 6 months ago
• Felix-Petersen / difflogic
  A Library for Differentiable Logic Gate Networks
  ☆428Updated 8 months ago
• pytorch / data
  A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
  ☆1,134Updated this week
• google-research / big_vision
  Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
  ☆2,339Updated 2 months ago
• gordicaleksa / get-started-with-JAX
  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 o…
  ☆661Updated 11 months ago
• ml-jku / hopfield-layers
  Hopfield Networks is All You Need
  ☆1,731Updated last year
• microsoft / torchscale
  Foundation Architecture for (M)LLMs
  ☆3,034Updated 7 months ago
• kyegomez / Sophia
  Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.
  ☆378Updated 5 months ago