ivy-llc / mech
Mechanics functions with end-to-end support for deep learning developers, written in Ivy.
β14Updated last year
Related projects β
Alternatives and complementary repositories for mech
- A starter kit for evaluating benchmarks on the π€ Hubβ13Updated 10 months ago
- Framework for writing deep learning training loops. Lightweight, and retaining full freedom to design as you see fits. It handles checkpoβ¦β103Updated 7 months ago
- Collection of eclectic utils for python.β193Updated 2 weeks ago
- π€ Trade any tensors over the networkβ30Updated last year
- Lightweight and modular MLOps library targeted at small teams or individualsβ22Updated this week
- PyTorch interface for TrueGrad Optimizersβ39Updated last year
- Multidimensional indexing for tensorsβ112Updated last year
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)β185Updated 2 years ago
- A case study of efficient training of large language models using commodity hardware.β68Updated 2 years ago
- Clean up the public namespace of your package!β52Updated 6 months ago
- Dataclasses manipulated as numpy arrays (with batching, reshape, slicing,...)β48Updated last month
- Squirrel dataset hubβ42Updated last year
- FID computation in Jax/Flax.β24Updated 3 months ago
- Training wheels, side rails, and helicopter parent for your Deep Learning projects in PyTorchβ25Updated last year
- β18Updated last year
- A lightweight wrapper for PyTorch that provides a simple declarative API for context switching between devices, distributed modes, mixed-β¦β66Updated last year
- β11Updated 2 years ago
- Implementation of some personal helper functions for Einops, my most favorite tensor manipulation library β€οΈβ52Updated last year
- Serialize JAX, Flax, Haiku, or Objax model params with π€`safetensors`β42Updated 5 months ago
- Test pytorch code with minimal computational overheadβ25Updated last year
- WandB sweeps integration with Hydra sweeperβ46Updated 9 months ago
- Train vision models using JAX and π€ transformersβ95Updated 3 weeks ago
- β56Updated 2 years ago
- **ARCHIVED** Filesystem interface to π€ Hubβ56Updated last year
- Simple tooling for marking deprecated functions or classes and re-routing to the new successors' instance.β50Updated 3 weeks ago
- Transformer with Mu-Parameterization, implemented in Jax/Flax. Supports FSDP on TPU pods.β29Updated last week
- Another attempt at a long-context / efficient transformer by meβ37Updated 2 years ago
- Utilities for PyTorch distributedβ23Updated last year