facebookresearch / optimizersLinks
For optimization algorithm research and development.
☆534Updated last week
Alternatives and similar repositories for optimizers
Users that are interested in optimizers are comparing it to the libraries listed below
Sorting:
- MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvement…☆392Updated last week
- Annotated version of the Mamba paper☆489Updated last year
- Efficient optimizers☆261Updated last month
- ☆307Updated last year
- Scalable and Performant Data Loading☆299Updated this week
- TensorDict is a pytorch dedicated tensor container.☆966Updated this week
- Implementation of Diffusion Transformer (DiT) in JAX☆291Updated last year
- ☆279Updated last year
- Universal Tensor Operations in Einstein-Inspired Notation for Python.☆408Updated 5 months ago
- CIFAR-10 speedruns: 94% in 2.6 seconds and 96% in 27 seconds☆291Updated last month
- Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax☆658Updated this week
- 🧱 Modula software package☆237Updated 3 weeks ago
- A Jax-based library for building transformers, includes implementations of GPT, Gemma, LlaMa, Mixtral, Whisper, SWin, ViT and more.☆291Updated last year
- The AdEMAMix Optimizer: Better, Faster, Older.☆186Updated last year
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆575Updated last month
- Official Implementation of "ADOPT: Modified Adam Can Converge with Any β2 with the Optimal Rate"☆427Updated 9 months ago
- Best practices & guides on how to write distributed pytorch training code☆475Updated 6 months ago
- ☆210Updated 9 months ago
- Dion optimizer algorithm☆338Updated last week
- Helpful tools and examples for working with flex-attention☆970Updated this week
- An implementation of PSGD Kron second-order optimizer for PyTorch☆96Updated last month
- ☆453Updated 10 months ago
- Puzzles for exploring transformers☆368Updated 2 years ago
- Named tensors with first-class dimensions for PyTorch☆331Updated 2 years ago
- Library for reading and processing ML training data.☆531Updated this week
- Implementation of Flash Attention in Jax☆216Updated last year
- jax-triton contains integrations between JAX and OpenAI Triton☆419Updated last week
- Home for "How To Scale Your Model", a short blog-style textbook about scaling LLMs on TPUs☆591Updated last week
- Transform datasets at scale. Optimize datasets for fast AI model training.☆536Updated last week
- UNet diffusion model in pure CUDA☆648Updated last year