microsoft / fastformers
FastFormers - highly efficient transformer models for NLU
☆704Updated last week
Alternatives and similar repositories for fastformers:
Users that are interested in fastformers are comparing it to the libraries listed below
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…☆432Updated 2 years ago
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"☆472Updated 2 years ago
- Fast BPE☆668Updated 9 months ago
- XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 ty…☆642Updated 2 years ago
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆609Updated 2 years ago
- Library for 8-bit optimizers and quantization routines.☆717Updated 2 years ago
- Transformer training code for sequential tasks☆610Updated 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…☆362Updated 3 years ago
- Repository containing code for "How to Train BERT with an Academic Budget" paper☆312Updated last year
- Prune a model while finetuning or training.☆402Updated 2 years ago
- A Visual Analysis Tool to Explore Learned Representations in Transformers Models☆589Updated last year
- Understanding the Difficulty of Training Transformers☆328Updated 2 years ago
- Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CAS…☆745Updated 2 years ago
- Fast, general, and tested differentiable structured prediction in PyTorch☆1,111Updated 2 years ago
- Parallelformers: An Efficient Model Parallelization Toolkit for Deployment☆785Updated last year
- ⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.☆579Updated last year
- Fast Block Sparse Matrices for Pytorch☆545Updated 4 years ago
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆327Updated last year
- An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)☆443Updated 3 weeks ago
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆781Updated 10 months ago
- Transformers for Longer Sequences☆600Updated 2 years ago
- ☆501Updated last year
- ☆216Updated 4 years ago
- jiant is an nlp toolkit☆1,664Updated last year
- MPNet: Masked and Permuted Pre-training for Language Understanding https://arxiv.org/pdf/2004.09297.pdf☆291Updated 3 years ago
- Code for using and evaluating SpanBERT.☆896Updated last year
- ⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).☆310Updated last year
- Pytorch Implementation of ALBERT(A Lite BERT for Self-supervised Learning of Language Representations)☆226Updated 3 years ago
- MASS: Masked Sequence to Sequence Pre-training for Language Generation☆1,117Updated 2 years ago
- Tools to download and cleanup Common Crawl data☆995Updated last year