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:
- Minimal but scalable implementation of large language models in JAX☆35Updated 7 months ago
- JAX bindings for Flash Attention v2☆89Updated 11 months ago
- A simple library for scaling up JAX programs☆139Updated 7 months ago
- Experiment of using Tangent to autodiff triton☆79Updated last year
- If it quacks like a tensor...☆58Updated 7 months ago
- ☆126Updated last month
- ☆78Updated 11 months ago
- LoRA for arbitrary JAX models and functions☆138Updated last year
- seqax = sequence modeling + JAX☆159Updated last week
- A library for unit scaling in PyTorch☆125Updated 6 months ago
- ☆60Updated 3 years ago
- ☆186Updated 2 weeks ago
- Inference code for LLaMA models in JAX☆118Updated last year
- Experimenting with how best to do multi-host dataloading☆10Updated 2 years ago
- Distributed pretraining of large language models (LLMs) on cloud TPU slices, with Jax and Equinox.☆24Updated 8 months ago
- Machine Learning eXperiment Utilities☆46Updated last year
- ☆20Updated last year
- A user-friendly tool chain that enables the seamless execution of ONNX models using JAX as the backend.☆112Updated this week
- Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training☆127Updated last year
- This repository contains the experimental PyTorch native float8 training UX☆224Updated 10 months ago
- Train very large language models in Jax.☆204Updated last year
- ☆270Updated 11 months ago
- Named Tensors for Legible Deep Learning in JAX☆181Updated this week
- Demo of the unit_scaling library, showing how a model can be easily adapted to train in FP8.☆45Updated 11 months ago
- A set of Python scripts that makes your experience on TPU better☆55Updated 11 months ago
- A place to store reusable transformer components of my own creation or found on the interwebs☆56Updated this week
- supporting pytorch FSDP for optimizers☆82Updated 6 months ago
- jax-triton contains integrations between JAX and OpenAI Triton☆400Updated 3 weeks ago
- JAX Synergistic Memory Inspector☆174Updated 11 months ago
- Serialize JAX, Flax, Haiku, or Objax model params with 🤗`safetensors`☆44Updated last year