Long Range Arena for Benchmarking Efficient Transformers
☆787Dec 16, 2023Updated 2 years ago
Alternatives and similar repositories for long-range-arena
Users that are interested in long-range-arena are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch library for fast transformer implementations☆1,785Mar 23, 2023Updated 3 years ago
- Structured state space sequence models☆2,932Jul 17, 2024Updated 2 years ago
- Transformers for Longer Sequences☆632Sep 1, 2022Updated 4 years ago
- An implementation of Performer, a linear attention-based transformer, in Pytorch☆1,183Feb 2, 2022Updated 4 years ago
- Longformer: The Long-Document Transformer☆2,208Feb 8, 2023Updated 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.
- Sequence modeling with Mega.☆300Jan 28, 2023Updated 3 years ago
- Fast Block Sparse Matrices for Pytorch☆551Jan 21, 2021Updated 5 years ago
- ☆13Jul 10, 2021Updated 5 years ago
- Official Pytorch Implementation of Length-Adaptive Transformer (ACL 2021)☆102Nov 2, 2020Updated 6 years ago
- Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)☆52Jun 11, 2025Updated last year
- Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method (NeurIPS 2021)☆61Apr 19, 2022Updated 4 years ago
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆228Apr 18, 2022Updated 4 years ago
- Reformer, the efficient Transformer, in Pytorch☆2,195Jun 21, 2023Updated 3 years ago
- FairSeq repo with Apollo optimizer☆113Dec 20, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆221Jun 8, 2020Updated 6 years ago
- ☆390Oct 18, 2023Updated 3 years ago
- ☆325Jan 8, 2025Updated last year
- PyTorch extensions for high performance and large scale training.☆3,404Apr 26, 2025Updated last year
- Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning☆166Feb 12, 2024Updated 2 years ago
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆5,962Updated this week
- Fast, general, and tested differentiable structured prediction in PyTorch☆1,134Apr 20, 2022Updated 4 years ago
- Hopfield Networks is All You Need☆1,971Apr 23, 2023Updated 3 years ago
- Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.☆120Jun 10, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,630Aug 26, 2026Updated 2 months ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆557Oct 30, 2023Updated 3 years ago
- ☆3,717Sep 21, 2022Updated 4 years ago
- Code for the paper PermuteFormer☆42Oct 10, 2021Updated 5 years ago
- Implementation of https://srush.github.io/annotated-s4☆519Jun 20, 2025Updated last year
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"☆470Jun 22, 2022Updated 4 years ago
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆206Aug 26, 2023Updated 3 years ago
- PyTorch original implementation of Cross-lingual Language Model Pretraining.☆2,922Feb 14, 2023Updated 3 years ago
- Cascaded Text Generation with Markov Transformers☆130Mar 20, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,575Updated this week
- Pytorch implementation of Compressive Transformers, from Deepmind☆165Oct 4, 2021Updated 5 years ago
- Code for the Shortformer model, from the ACL 2021 paper by Ofir Press, Noah A. Smith and Mike Lewis.☆145Jul 26, 2021Updated 5 years ago
- Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)☆65Sep 3, 2025Updated last year
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"☆6,565Oct 12, 2026Updated 3 weeks ago
- Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models☆3,245Jul 19, 2024Updated 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…☆650Jan 4, 2023Updated 3 years ago