Repository for the paper "Optimal Subarchitecture Extraction for BERT"
☆470Jun 22, 2022Updated 3 years ago
Alternatives and similar repositories for bort
Users that are interested in bort are comparing it to the libraries listed below
Sorting:
- FastFormers - highly efficient transformer models for NLU☆709Mar 21, 2025Updated last year
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆359Feb 22, 2022Updated 4 years ago
- Official Pytorch Implementation of Length-Adaptive Transformer (ACL 2021)☆102Nov 2, 2020Updated 5 years ago
- ☆1,297Dec 15, 2022Updated 3 years ago
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆2,370Mar 23, 2024Updated last year
- ☆25Oct 28, 2020Updated 5 years ago
- ☆254Oct 4, 2022Updated 3 years ago
- LM Pretraining with PyTorch/TPU☆137Oct 24, 2019Updated 6 years ago
- DeLighT: Very Deep and Light-Weight Transformers☆469Oct 16, 2020Updated 5 years ago
- Longformer: The Long-Document Transformer☆2,189Feb 8, 2023Updated 3 years ago
- The implementation of DeBERTa☆2,202Sep 29, 2023Updated 2 years ago
- Code for the Shortformer model, from the ACL 2021 paper by Ofir Press, Noah A. Smith and Mike Lewis.☆147Jul 26, 2021Updated 4 years ago
- XtremeDistil framework for distilling/compressing massive multilingual neural network models to tiny and efficient models for AI at scale☆157Dec 20, 2023Updated 2 years ago
- ☆19Sep 20, 2022Updated 3 years ago
- This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"☆1,626Jun 12, 2023Updated 2 years ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆535May 19, 2021Updated 4 years ago
- ☆13Aug 13, 2020Updated 5 years ago
- The score code of FastBERT (ACL2020)☆609Oct 29, 2021Updated 4 years ago
- Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.☆3,155Jan 22, 2024Updated 2 years ago
- XLNet: Generalized Autoregressive Pretraining for Language Understanding☆6,176May 28, 2023Updated 2 years ago
- [ICLR 2020] Lite Transformer with Long-Short Range Attention☆610Jul 11, 2024Updated last year
- Papers & presentation materials from Hugging Face's internal science day☆2,054Oct 31, 2020Updated 5 years ago
- Library for Knowledge Intensive Language Tasks☆970Mar 31, 2022Updated 3 years ago
- Training Transformers of Huggingface with KoNLPy☆68Aug 28, 2020Updated 5 years ago
- ☆19Oct 10, 2020Updated 5 years ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆336Jul 14, 2024Updated last year
- a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.☆1,542Jul 18, 2025Updated 8 months ago
- Multi-Task Deep Neural Networks for Natural Language Understanding☆2,257Mar 7, 2024Updated 2 years ago
- Large Scale BERT Distillation☆33Mar 24, 2023Updated 2 years ago
- GluonNLP tutorial for Pycon2019☆14Aug 16, 2019Updated 6 years ago
- Fast Block Sparse Matrices for Pytorch☆549Jan 21, 2021Updated 5 years ago
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"☆6,494Jan 14, 2026Updated 2 months ago
- KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding☆310Jul 9, 2023Updated 2 years ago
- Tools to download and cleanup Common Crawl data☆1,038Apr 25, 2023Updated 2 years ago
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆612Nov 21, 2022Updated 3 years ago
- AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)☆415Jan 13, 2021Updated 5 years ago
- [NeurIPS 2020] "The Lottery Ticket Hypothesis for Pre-trained BERT Networks", Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Ya…☆142Dec 30, 2021Updated 4 years ago
- Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.☆1,750Dec 20, 2023Updated 2 years ago
- PyTorch original implementation of Cross-lingual Language Model Pretraining.☆2,927Feb 14, 2023Updated 3 years ago