lessw2020 / transformer_centralLinks
Various transformers for FSDP research
☆37Updated 2 years ago
Alternatives and similar repositories for transformer_central
Users that are interested in transformer_central are comparing it to the libraries listed below
Sorting:
- ☆114Updated last year
- A place to store reusable transformer components of my own creation or found on the interwebs☆59Updated last week
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆86Updated last year
- Fast, Modern, and Low Precision PyTorch Optimizers☆103Updated last week
- HomebrewNLP in JAX flavour for maintable TPU-Training☆50Updated last year
- ☆61Updated 3 years ago
- ☆83Updated last year
- some common Huggingface transformers in maximal update parametrization (µP)☆82Updated 3 years ago
- ☆19Updated 2 years ago
- A fast implementation of T5/UL2 in PyTorch using Flash Attention☆107Updated 4 months ago
- Experiment of using Tangent to autodiff triton☆79Updated last year
- Amos optimizer with JEstimator lib.☆82Updated last year
- ☆20Updated 2 years ago
- This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog po…☆92Updated 2 years ago
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆116Updated 2 years ago
- ☆21Updated 5 months ago
- A case study of efficient training of large language models using commodity hardware.☆68Updated 3 years ago
- Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.☆158Updated last year
- JAX implementation of the Llama 2 model☆219Updated last year
- Implementation of a Transformer, but completely in Triton☆273Updated 3 years ago
- Implementation of Flash Attention in Jax☆215Updated last year
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆124Updated last year
- A library for squeakily cleaning and filtering language datasets.☆47Updated 2 years ago
- CUDA and Triton implementations of Flash Attention with SoftmaxN.☆71Updated last year
- ML/DL Math and Method notes☆62Updated last year
- Demo of the unit_scaling library, showing how a model can be easily adapted to train in FP8.☆46Updated last year
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆228Updated 10 months ago
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)☆187Updated 3 years ago
- A library for unit scaling in PyTorch☆128Updated 3 weeks ago
- Triton Implementation of HyperAttention Algorithm☆48Updated last year