fattorib / ZeRO-transformerLinks
Two implementations of ZeRO-1 optimizer sharding in JAX
☆14Updated 2 years ago
Alternatives and similar repositories for ZeRO-transformer
Users that are interested in ZeRO-transformer are comparing it to the libraries listed below
Sorting:
- torchax is a PyTorch frontend for JAX. It gives JAX the ability to author JAX programs using familiar PyTorch syntax. It also provides JA…☆122Updated this week
- seqax = sequence modeling + JAX☆168Updated 3 months ago
- Minimal but scalable implementation of large language models in JAX☆35Updated 2 months ago
- Minimal yet performant LLM examples in pure JAX☆198Updated last month
- An implementation of the Llama architecture, to instruct and delight☆21Updated 5 months ago
- JAX bindings for Flash Attention v2☆97Updated 2 weeks ago
- Experiment of using Tangent to autodiff triton☆79Updated last year
- A set of Python scripts that makes your experience on TPU better☆54Updated 2 months ago
- Machine Learning eXperiment Utilities☆46Updated 3 months ago
- A simple library for scaling up JAX programs☆144Updated 2 weeks ago
- A library for unit scaling in PyTorch☆132Updated 4 months ago
- ☆190Updated 3 weeks ago
- If it quacks like a tensor...☆59Updated last year
- ☆337Updated last week
- Distributed pretraining of large language models (LLMs) on cloud TPU slices, with Jax and Equinox.☆24Updated last year
- LoRA for arbitrary JAX models and functions☆142Updated last year
- ☆285Updated last year
- Transformer with Mu-Parameterization, implemented in Jax/Flax. Supports FSDP on TPU pods.☆32Updated 5 months ago
- Inference code for LLaMA models in JAX☆119Updated last year
- Demo of the unit_scaling library, showing how a model can be easily adapted to train in FP8.☆45Updated last year
- ☆91Updated last year
- Train very large language models in Jax.☆210Updated 2 years ago
- JAX implementation of the Mistral 7b v0.2 model☆34Updated last year
- Accelerated First Order Parallel Associative Scan☆191Updated last year
- PyTorch centric eager mode debugger☆48Updated 11 months ago
- ☆89Updated last year
- Implementation of Flash Attention in Jax☆220Updated last year
- Jax/Flax rewrite of Karpathy's nanoGPT☆62Updated 2 years ago
- JAX implementation of the Llama 2 model☆215Updated last year
- a Jax quantization library☆57Updated this week