microsoft / fastformersLinks
FastFormers - highly efficient transformer models for NLU
☆705Updated 2 months ago
Alternatives and similar repositories for fastformers
Users that are interested in fastformers are comparing it to the libraries listed below
Sorting:
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"☆472Updated 2 years ago
- Fast BPE☆671Updated 11 months ago
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…☆433Updated 2 years ago
- XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 ty…☆644Updated 2 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
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆609Updated 2 years ago
- Fast, general, and tested differentiable structured prediction in PyTorch☆1,113Updated 3 years ago
- Fast Block Sparse Matrices for Pytorch☆546Updated 4 years ago
- Repository containing code for "How to Train BERT with an Academic Budget" paper☆313Updated last year
- ☆508Updated last year
- Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CAS…☆745Updated 3 years ago
- Prune a model while finetuning or training.☆402Updated 2 years ago
- A Visual Analysis Tool to Explore Learned Representations in Transformers Models☆591Updated last year
- Transformer training code for sequential tasks☆612Updated 3 years ago
- Code for using and evaluating SpanBERT.☆899Updated last year
- MASS: Masked Sequence to Sequence Pre-training for Language Generation☆1,116Updated 2 years ago
- ⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.☆578Updated 2 years ago
- ⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).☆312Updated last year
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆786Updated last year
- Transformers for Longer Sequences☆613Updated 2 years ago
- Understanding the Difficulty of Training Transformers☆329Updated 3 years ago
- Parallelformers: An Efficient Model Parallelization Toolkit for Deployment☆788Updated 2 years ago
- Library for 8-bit optimizers and quantization routines.☆716Updated 2 years ago
- Simple XLNet implementation with Pytorch Wrapper☆581Updated 5 years ago
- Evaluating Cross-lingual Sentence Representations☆455Updated 3 years ago
- ☆604Updated 7 months ago
- Tools to download and cleanup Common Crawl data☆1,013Updated 2 years ago
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆2,357Updated last year
- [ICLR 2020] Lite Transformer with Long-Short Range Attention☆608Updated 10 months ago
- Longformer: The Long-Document Transformer☆2,130Updated 2 years ago