kingoflolz / swarm-jax
Swarm training framework using Haiku + JAX + Ray for layer parallel transformer language models on unreliable, heterogeneous nodes
☆237Updated last year
Alternatives and similar repositories for swarm-jax:
Users that are interested in swarm-jax are comparing it to the libraries listed below
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)☆186Updated 2 years ago
- A library for distributed ML training with PyTorch☆366Updated 2 years ago
- Named tensors with first-class dimensions for PyTorch☆321Updated last year
- Train very large language models in Jax.☆201Updated last year
- Implementation of Flash Attention in Jax☆204Updated 11 months ago
- ☆153Updated last year
- Python Research Framework☆106Updated 2 years ago
- jax-triton contains integrations between JAX and OpenAI Triton☆378Updated 3 weeks ago
- JMP is a Mixed Precision library for JAX.☆191Updated 2 weeks ago
- ☆65Updated 2 years ago
- ☆57Updated 2 years ago
- ☆183Updated last week
- PIX is an image processing library in JAX, for JAX.☆401Updated 2 months ago
- A case study of efficient training of large language models using commodity hardware.☆68Updated 2 years ago
- ☆153Updated 4 years ago
- A Pytree Module system for Deep Learning in JAX☆213Updated last year
- Inference code for LLaMA models in JAX☆114Updated 8 months ago
- Contrastive Language-Image Pretraining☆142Updated 2 years ago
- Implementation of a Transformer, but completely in Triton☆257Updated 2 years ago
- Babysit your preemptible TPUs☆85Updated 2 years ago
- ☆337Updated 10 months ago
- A pure-functional implementation of a machine learning transformer model in Python/JAX☆177Updated last week
- Automatic gradient descent☆207Updated last year
- JAX Synergistic Memory Inspector☆168Updated 6 months ago
- Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.☆246Updated last year
- CLU lets you write beautiful training loops in JAX.☆332Updated last week
- ☆39Updated 2 years ago
- Python library which enables complex compositions of language models such as scratchpads, chain of thought, tool use, selection-inference…☆202Updated last month
- Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)☆116Updated 3 years ago
- Named Tensors for Legible Deep Learning in JAX☆161Updated 3 weeks ago