Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation preconditioner and more)
☆198May 30, 2026Updated last month
Alternatives and similar repositories for psgd_torch
Users that are interested in psgd_torch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An implementation of PSGD Kron second-order optimizer for PyTorch☆102Jul 24, 2025Updated last year
- supporting pytorch FSDP for optimizers☆84Dec 8, 2024Updated last year
- Efficient optimizers☆335Updated this week
- Train a SmolLM-style llm on fineweb-edu in JAX/Flax with an assortment of optimizers.☆19Jul 24, 2025Updated last year
- 🧱 Modula software package☆337Aug 18, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A fully trainable state space model (SSM)☆16Mar 18, 2025Updated last year
- HomebrewNLP in JAX flavour for maintable TPU-Training☆50Jan 20, 2024Updated 2 years ago
- A repo based on XiLin Li's PSGD repo that extends some of the experiments.☆14Oct 7, 2024Updated last year
- A collection of niche / personally useful PyTorch optimizers with modified code.☆28Apr 14, 2026Updated 3 months ago
- PolarGrad: A Class of Matrix-Gradient Optimizers from a Unifying Preconditioning Perspective☆18Oct 1, 2025Updated 9 months ago
- ☆275Dec 2, 2024Updated last year
- Repository containing Pytorch code for EKFAC and K-FAC perconditioners.☆154Jun 22, 2023Updated 3 years ago
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆150Oct 1, 2023Updated 2 years ago
- ☆19Dec 4, 2025Updated 7 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Minimal Implimentation of VCRec (2024) for collapse provention.☆18Jan 28, 2025Updated last year
- Implementation of PSGD optimizer in JAX☆36Dec 31, 2024Updated last year
- ASDL: Automatic Second-order Differentiation Library for PyTorch☆192Dec 5, 2024Updated last year
- An implementation of shampoo☆79Mar 9, 2018Updated 8 years ago
- Code for training on Imagenet to SOTA results using PyTorch☆13Aug 14, 2023Updated 2 years ago
- [NeurIPS 2024] Low rank memory efficient optimizer without SVD☆33Jul 1, 2025Updated last year
- CIFAR-10 speedruns: 94% in 2.6 seconds and 96% in 27 seconds☆386Nov 15, 2025Updated 8 months ago
- Large-batch Training, Neural Network Optimization☆10Nov 8, 2019Updated 6 years ago
- A dashboard for exploring timm learning rate schedulers☆20Nov 22, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 4-bit Shampoo for Memory-Efficient Network Training (NeurIPS 2024)☆13Feb 13, 2025Updated last year
- can calculate the Hessian matrix and/or its spectrum for simple neural nets☆11May 7, 2018Updated 8 years ago
- Focused on fast experimentation and simplicity☆77Dec 24, 2024Updated last year
- Schedule-Free Optimization in PyTorch☆2,317Jun 18, 2026Updated last month
- Train to 94% on CIFAR-10 in 4.4 seconds on a single A100☆12Dec 30, 2023Updated 2 years ago
- Tensorflow implementation of preconditioned stochastic gradient descent☆33Nov 23, 2023Updated 2 years ago
- ☆13Mar 10, 2026Updated 4 months ago
- ☆70Apr 8, 2026Updated 3 months ago
- Fast, Modern, and Low Precision PyTorch Optimizers☆129May 16, 2026Updated 2 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- For optimization algorithm research and development.☆579Updated this week
- ☆25Dec 16, 2025Updated 7 months ago
- Unofficial implementation of paper : Exploring the Space of Key-Value-Query Models with Intention☆12May 24, 2023Updated 3 years ago
- ☆215Updated this week
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆1,003Jan 30, 2024Updated 2 years ago
- [ICML 2024] SIRFShampoo: Structured inverse- and root-free Shampoo in PyTorch (https://arxiv.org/abs/2402.03496)☆15Nov 4, 2024Updated last year
- ☆16Dec 11, 2025Updated 7 months ago