lessw2020 / transformer_centralLinks
Various transformers for FSDP research
☆38Updated 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:
- Fast, Modern, and Low Precision PyTorch Optimizers☆108Updated 3 weeks ago
- A place to store reusable transformer components of my own creation or found on the interwebs☆60Updated 2 weeks ago
- ☆118Updated last year
- ☆61Updated 3 years ago
- HomebrewNLP in JAX flavour for maintable TPU-Training☆50Updated last year
- 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
- Experiment of using Tangent to autodiff triton☆80Updated last year
- ☆87Updated last year
- ☆19Updated 2 years ago
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆116Updated 2 years ago
- A case study of efficient training of large language models using commodity hardware.☆68Updated 3 years ago
- Implementation of Flash Attention in Jax☆216Updated last year
- some common Huggingface transformers in maximal update parametrization (µP)☆82Updated 3 years ago
- A fast implementation of T5/UL2 in PyTorch using Flash Attention☆107Updated 5 months ago
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆87Updated last year
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆229Updated 11 months ago
- CUDA and Triton implementations of Flash Attention with SoftmaxN.☆73Updated last year
- ☆188Updated 3 weeks ago
- ☆20Updated 2 years ago
- Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…☆53Updated last year
- JAX implementation of the Llama 2 model☆219Updated last year
- Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.☆158Updated last year
- experiments with inference on llama☆104Updated last year
- An implementation of the Llama architecture, to instruct and delight☆21Updated 2 months ago
- Load compute kernels from the Hub☆244Updated this week
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆124Updated last year
- Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"☆101Updated 8 months ago
- Utilities for Training Very Large Models☆58Updated 11 months ago
- Implementation of a Transformer, but completely in Triton☆273Updated 3 years ago
- A library for unit scaling in PyTorch☆129Updated last month