Lightning-Universe / lightning-transformersLinks
Flexible components pairing 🤗 Transformers with Pytorch Lightning
☆612Updated 3 years ago
Alternatives and similar repositories for lightning-transformers
Users that are interested in lightning-transformers are comparing it to the libraries listed below
Sorting:
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆330Updated last year
- FastFormers - highly efficient transformer models for NLU☆707Updated 8 months ago
- Parallelformers: An Efficient Model Parallelization Toolkit for Deployment☆791Updated 2 years ago
- A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch☆235Updated 2 years ago
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆786Updated last year
- Understanding the Difficulty of Training Transformers☆332Updated 3 years ago
- Repository containing code for "How to Train BERT with an Academic Budget" paper☆316Updated 2 years ago
- A Visual Analysis Tool to Explore Learned Representations in Transformers Models☆602Updated last year
- Transformers for Longer Sequences☆623Updated 3 years ago
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆361Updated 3 years ago
- Implementation of https://arxiv.org/abs/1904.00962☆377Updated 4 years ago
- Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.☆565Updated last year
- Library for 8-bit optimizers and quantization routines.☆779Updated 3 years ago
- Enabling easy statistical significance testing for deep neural networks.☆338Updated last year
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…☆432Updated 3 years ago
- Robustness Gym is an evaluation toolkit for machine learning.☆443Updated 3 years ago
- ☆524Updated last year
- Fast Block Sparse Matrices for Pytorch☆549Updated 4 years ago
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"☆470Updated 3 years ago
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint☆418Updated last year
- XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 ty…☆647Updated 2 years ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆379Updated 2 years ago
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,748Updated 3 weeks ago
- An implementation of masked language modeling for Pytorch, made as concise and simple as possible☆179Updated 2 years ago
- Pytorch Lightning code guideline for conferences☆1,279Updated 2 years ago
- Long Range Arena for Benchmarking Efficient Transformers☆767Updated last year
- ⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.☆589Updated 2 years ago
- Task-based datasets, preprocessing, and evaluation for sequence models.☆589Updated last week
- Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.☆219Updated 2 years ago
- Fast, general, and tested differentiable structured prediction in PyTorch☆1,117Updated 3 years ago