[ICLR 2020] Lite Transformer with Long-Short Range Attention
☆610Jul 11, 2024Updated last year
Alternatives and similar repositories for lite-transformer
Users that are interested in lite-transformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆338Jul 14, 2024Updated last year
- DeLighT: Very Deep and Light-Weight Transformers☆469Oct 16, 2020Updated 5 years ago
- Transformer training code for sequential tasks☆609Sep 14, 2021Updated 4 years ago
- Reformer, the efficient Transformer, in Pytorch☆2,190Jun 21, 2023Updated 2 years ago
- ☆220Jun 8, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Pytorch library for fast transformer implementations☆1,771Mar 23, 2023Updated 3 years ago
- a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.☆1,548Jul 18, 2025Updated 10 months ago
- Longformer: The Long-Document Transformer☆2,195Feb 8, 2023Updated 3 years ago
- FastFormers - highly efficient transformer models for NLU☆708Mar 21, 2025Updated last year
- Fully featured implementation of Routing Transformer☆301Nov 6, 2021Updated 4 years ago
- [JMLR'20] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion☆42Feb 26, 2021Updated 5 years ago
- Official Pytorch Implementation of Length-Adaptive Transformer (ACL 2021)☆102Nov 2, 2020Updated 5 years ago
- Understanding the Difficulty of Training Transformers☆332May 31, 2022Updated 3 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,950Dec 14, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆2,369Mar 23, 2024Updated 2 years ago
- ☆257Oct 4, 2022Updated 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…☆358Feb 22, 2022Updated 4 years ago
- Implementation of RealFormer using pytorch☆101Dec 27, 2020Updated 5 years ago
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 4 years ago
- LightSeq: A High Performance Library for Sequence Processing and Generation☆3,301May 16, 2023Updated 3 years ago
- Cascaded Text Generation with Markov Transformers☆130Mar 20, 2023Updated 3 years ago
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"☆470Jun 22, 2022Updated 3 years ago
- Implementation of Imputer: Sequence Modelling via Imputation and Dynamic Programming in PyTorch☆58May 3, 2020Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [ACL‘20] Highway Transformer: A Gated Transformer.☆33Dec 5, 2021Updated 4 years ago
- An implementation of Performer, a linear attention-based transformer, in Pytorch☆1,175Feb 2, 2022Updated 4 years ago
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆229Apr 18, 2022Updated 4 years ago
- Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.☆3,162Jan 22, 2024Updated 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
- End-to-end ASR/LM implementation with PyTorch☆594Aug 30, 2021Updated 4 years ago
- ☆3,704Sep 21, 2022Updated 3 years ago
- Prune a model while finetuning or training.☆406Jun 21, 2022Updated 3 years ago
- My take on a practical implementation of Linformer for Pytorch.☆424Jul 27, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- streaming attention networks for end-to-end automatic speech recognition☆56May 6, 2020Updated 6 years ago
- The score code of FastBERT (ACL2020)☆608Oct 29, 2021Updated 4 years ago
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,525Nov 18, 2020Updated 5 years ago
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Jul 7, 2022Updated 3 years ago
- Tracking the progress in non-autoregressive generation (translation, transcription, etc.)☆302Mar 15, 2023Updated 3 years ago
- Fast Block Sparse Matrices for Pytorch☆551Jan 21, 2021Updated 5 years ago
- ☆277Jan 15, 2021Updated 5 years ago