kingoflolz / swarm-jaxLinks
Swarm training framework using Haiku + JAX + Ray for layer parallel transformer language models on unreliable, heterogeneous nodes
☆239Updated 2 years ago
Alternatives and similar repositories for swarm-jax
Users that are interested in swarm-jax are comparing it to the libraries listed below
Sorting:
- Train very large language models in Jax.☆205Updated last year
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)☆187Updated 3 years ago
- JMP is a Mixed Precision library for JAX.☆206Updated 5 months ago
- Named tensors with first-class dimensions for PyTorch☆332Updated 2 years ago
- ☆157Updated last year
- Implementation of Flash Attention in Jax☆213Updated last year
- ☆186Updated last month
- Python Research Framework☆106Updated 2 years ago
- JAX Synergistic Memory Inspector☆175Updated 11 months ago
- A Pytree Module system for Deep Learning in JAX☆214Updated 2 years ago
- A library for distributed ML training with PyTorch☆366Updated 2 years ago
- jax-triton contains integrations between JAX and OpenAI Triton☆405Updated 2 weeks ago
- ☆153Updated 5 years ago
- PIX is an image processing library in JAX, for JAX.☆419Updated 4 months ago
- ☆39Updated 2 years ago
- git extension for {collaborative, communal, continual} model development☆214Updated 7 months ago
- ☆61Updated 3 years ago
- Inference code for LLaMA models in JAX☆118Updated last year
- ☆356Updated last year
- ☆67Updated 2 years ago
- A pure-functional implementation of a machine learning transformer model in Python/JAX☆179Updated 2 months ago
- Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.☆254Updated 3 months ago
- Annotating tensor shapes using Python types☆159Updated 2 years ago
- Amos optimizer with JEstimator lib.☆82Updated last year
- LoRA for arbitrary JAX models and functions☆140Updated last year
- Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimenta…☆513Updated this week
- A functional training loops library for JAX☆88Updated last year
- Python library which enables complex compositions of language models such as scratchpads, chain of thought, tool use, selection-inference…☆208Updated last month
- Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload☆127Updated 2 years ago
- ☆68Updated last year