mlcommons / algorithmic-efficiencyLinks
MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.
☆382Updated last week
Alternatives and similar repositories for algorithmic-efficiency
Users that are interested in algorithmic-efficiency are comparing it to the libraries listed below
Sorting:
- For optimization algorithm research and development.☆518Updated this week
- ☆228Updated 3 months ago
- Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax☆586Updated last week
- jax-triton contains integrations between JAX and OpenAI Triton☆395Updated this week
- Named tensors with first-class dimensions for PyTorch☆331Updated last year
- ☆267Updated 10 months ago
- ☆433Updated 7 months ago
- TensorDict is a pytorch dedicated tensor container.☆927Updated this week
- Puzzles for exploring transformers☆348Updated 2 years ago
- 🧱 Modula software package☆194Updated 2 months ago
- CLU lets you write beautiful training loops in JAX.☆343Updated last month
- Library for reading and processing ML training data.☆449Updated this week
- Universal Tensor Operations in Einstein-Inspired Notation for Python.☆380Updated last month
- Annotated version of the Mamba paper☆482Updated last year
- Run PyTorch in JAX. 🤝☆246Updated 3 months ago
- Compositional Linear Algebra☆474Updated last week
- Orbax provides common checkpointing and persistence utilities for JAX users☆384Updated this week
- Named Tensors for Legible Deep Learning in JAX☆177Updated last month
- ☆310Updated 2 weeks ago
- Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…☆175Updated last week
- A Jax-based library for building transformers, includes implementations of GPT, Gemma, LlaMa, Mixtral, Whisper, SWin, ViT and more.☆287Updated 9 months ago
- ☆186Updated this week
- ☆303Updated 11 months ago
- ASDL: Automatic Second-order Differentiation Library for PyTorch☆187Updated 6 months ago
- Efficient optimizers☆208Updated this week
- OpTree: Optimized PyTree Utilities☆185Updated this week
- JAX Synergistic Memory Inspector☆173Updated 10 months ago
- What would you do with 1000 H100s...☆1,050Updated last year
- Implementation of Flash Attention in Jax☆212Updated last year
- A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…☆233Updated 4 months ago