DeltaProduct is a new linear recurrent neural network architecture that uses products of generalized Householder matrices as state-transition matrices enabling better expressivity, state-tracking, and language modeling performance than DeltaNet.
☆15Oct 13, 2025Updated 9 months ago
Alternatives and similar repositories for DeltaProduct
Users that are interested in DeltaProduct are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Expanding linear RNN state-transition matrix eigenvalues to include negatives improves state-tracking tasks and language modeling without…☆22Mar 15, 2025Updated last year
- Code for "Theoretical Foundations of Deep Selective State-Space Models" (NeurIPS 2024)☆17Jan 7, 2025Updated last year
- ☆17Dec 19, 2024Updated last year
- Triton implement of bi-directional (non-causal) linear attention☆78Mar 1, 2026Updated 4 months ago
- ☆15Jun 8, 2026Updated last month
- 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.
- Experiments on the impact of depth in transformers and SSMs.☆44Oct 23, 2025Updated 8 months ago
- ☆28Oct 2, 2025Updated 9 months ago
- ☆19May 2, 2024Updated 2 years ago
- Unofficial implementation of paper : Exploring the Space of Key-Value-Query Models with Intention☆12May 24, 2023Updated 3 years ago
- This repositories contains the reference implementation for the Sparse Delta Memory paper.More precisely, it contains the model definitio…☆30Jul 9, 2026Updated last week
- ☆16Oct 21, 2025Updated 8 months ago
- HGRN2: Gated Linear RNNs with State Expansion☆58Aug 20, 2024Updated last year
- High-performance tokenized language data-loader for Python C++ extension☆15Jul 22, 2024Updated last year
- [ICLR 2025 & COLM 2025] Official PyTorch implementation of the Forgetting Transformer and Adaptive Computation Pruning☆150Feb 25, 2026Updated 4 months 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.
- [NeurIPS 2023 spotlight] Official implementation of HGRN in our NeurIPS 2023 paper - Hierarchically Gated Recurrent Neural Network for Se…☆68Apr 24, 2024Updated 2 years ago
- Awesome Triton Resources☆43Apr 27, 2025Updated last year
- Code for "Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models" (NeurIPS 2025, Spotlight)☆19Feb 17, 2026Updated 5 months ago
- Code and data for paper "(How) do Language Models Track State?"☆26Mar 31, 2025Updated last year
- Engineering the state of RNN language models (Mamba, RWKV, etc.)☆33May 25, 2024Updated 2 years ago
- ☆11Oct 11, 2023Updated 2 years ago
- RWKV-X is a Linear Complexity Hybrid Language Model based on the RWKV architecture, integrating Sparse Attention to improve the model's l…☆59Mar 31, 2026Updated 3 months ago
- ☆119Feb 25, 2025Updated last year
- A bunch of kernels that might make stuff slower 😉☆91Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation of Hyena Hierarchy in JAX☆10Apr 30, 2023Updated 3 years ago
- mHC-lite: You Don’t Need 20 Sinkhorn-Knopp Iterations☆91Jan 12, 2026Updated 6 months ago
- ☆35Apr 12, 2024Updated 2 years ago
- Some preliminary explorations of Mamba's context scaling.☆14Dec 18, 2024Updated last year
- Compress and Attend Transformers (CATs) 😸☆23Jul 13, 2026Updated last week
- Stick-breaking attention☆63Jul 1, 2025Updated last year
- Code for the paper: https://arxiv.org/pdf/2309.06979.pdf☆21Jul 29, 2024Updated last year
- ☆47Jun 16, 2025Updated last year
- [EMNLP 2023] Official implementation of the algorithm ETSC: Exact Toeplitz-to-SSM Conversion our EMNLP 2023 paper - Accelerating Toeplitz…☆14Oct 17, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Open-source toolkit for training, Priming, and serving next generation Hybrid architectures☆78Jul 9, 2026Updated last week
- ☆32Jun 22, 2025Updated last year
- Official repository for Parallax (Parameterized Local Linear Attention)☆65Jul 7, 2026Updated 2 weeks ago
- The accompanying code for "Simplifying and Understanding State Space Models with Diagonal Linear RNNs" (Ankit Gupta, Harsh Mehta, Jonatha…☆23Dec 30, 2022Updated 3 years ago
- ☆45Nov 1, 2025Updated 8 months ago
- [ICLR 2025] Official PyTorch Implementation of Gated Delta Networks: Improving Mamba2 with Delta Rule☆626Mar 13, 2026Updated 4 months ago
- ☆37Mar 7, 2025Updated last year