An implementation of local windowed attention for language modeling
☆502Jul 16, 2025Updated 11 months ago
Alternatives and similar repositories for local-attention
Users that are interested in local-attention are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Transformer based on a variant of attention that is linear complexity in respect to sequence length☆838May 5, 2024Updated 2 years ago
- Axial Positional Embedding for Pytorch☆84Feb 25, 2025Updated last year
- Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch☆120Aug 4, 2021Updated 4 years ago
- Implementation of an Attention layer where each head can attend to more than just one token, using coordinate descent to pick topk☆47Jul 16, 2023Updated 2 years ago
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆122Oct 17, 2024Updated last year
- 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.
- Implementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch☆81Dec 4, 2022Updated 3 years ago
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch☆813Jun 20, 2026Updated 2 weeks ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆92Jun 18, 2024Updated 2 years ago
- Explorations into the recently proposed Taylor Series Linear Attention☆100Aug 18, 2024Updated last year
- Implementation of Perceiver AR, Deepmind's new long-context attention network based on Perceiver architecture, in Pytorch☆95Apr 10, 2023Updated 3 years ago
- Fully featured implementation of Routing Transformer☆300Nov 6, 2021Updated 4 years ago
- Implementation of Block Recurrent Transformer - Pytorch☆226Aug 20, 2024Updated last year
- Implementation of fused cosine similarity attention in the same style as Flash Attention☆220Feb 13, 2023Updated 3 years ago
- Implementation of the Kalman Filtering Attention proposed in "Kalman Filtering Attention for User Behavior Modeling in CTR Prediction"☆59Oct 22, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆228Mar 25, 2026Updated 3 months ago
- My own attempt at a long context genomics model, leveraging recent advances in long context attention modeling (Flash Attention + other h…☆54Jul 2, 2023Updated 3 years ago
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆101Feb 25, 2023Updated 3 years ago
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆5,921Updated this week
- Standalone Product Key Memory module in Pytorch - for augmenting Transformer models☆87Nov 1, 2025Updated 8 months ago
- An implementation of Performer, a linear attention-based transformer, in Pytorch☆1,177Feb 2, 2022Updated 4 years ago
- Reformer, the efficient Transformer, in Pytorch☆2,192Jun 21, 2023Updated 3 years ago
- Implementation of Cross Transformer for spatially-aware few-shot transfer, in Pytorch☆54Mar 30, 2021Updated 5 years ago
- Implementation of a U-net complete with efficient attention as well as the latest research findings☆294May 3, 2024Updated 2 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.
- Implementation of Linformer for Pytorch☆307Jan 5, 2024Updated 2 years ago
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆207Aug 26, 2023Updated 2 years ago
- Implementation of Invariant Point Attention, used for coordinate refinement in the structure module of Alphafold2, as a standalone Pytorc…☆171Nov 25, 2022Updated 3 years ago
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆393Jul 18, 2023Updated 2 years ago
- Vector (and Scalar) Quantization, in Pytorch☆3,972Jun 5, 2026Updated last month
- Understand and test language model architectures on synthetic tasks.☆277Mar 22, 2026Updated 3 months ago
- Implementation of Fast Transformer in Pytorch☆176Aug 26, 2021Updated 4 years ago
- GPT, but made only out of MLPs☆89May 25, 2021Updated 5 years ago
- Implementation of Tranception, an attention network, paired with retrieval, that is SOTA for protein fitness prediction☆32Jun 19, 2022Updated 4 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.
- A simple cross attention that updates both the source and target in one step☆197Jul 29, 2025Updated 11 months ago
- Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning☆167Feb 12, 2024Updated 2 years ago
- Another attempt at a long-context / efficient transformer by me☆38Apr 11, 2022Updated 4 years ago
- Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…☆53Oct 22, 2023Updated 2 years ago
- Sequence modeling with Mega.☆303Jan 28, 2023Updated 3 years ago
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆546May 16, 2025Updated last year
- Implementation of Memory-Compressed Attention, from the paper "Generating Wikipedia By Summarizing Long Sequences"☆71Apr 10, 2023Updated 3 years ago