Code for the paper "On the Expressivity Role of LayerNorm in Transformers' Attention" (Findings of ACL'2023)
☆57Sep 27, 2024Updated last year
Alternatives and similar repositories for layer_norm_expressivity_role
Users that are interested in layer_norm_expressivity_role are comparing it to the libraries listed below
Sorting:
- Code for the paper "Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns"☆18Mar 15, 2024Updated last year
- ☆20May 30, 2024Updated last year
- Efficient PScan implementation in PyTorch☆17Jan 2, 2024Updated 2 years ago
- AGaLiTe: Approximate Gated Linear Transformers for Online Reinforcement Learning (Published in TMLR)☆23Oct 15, 2024Updated last year
- PyTorch implementation for PaLM: A Hybrid Parser and Language Model.☆10Jan 7, 2020Updated 6 years ago
- Advanced Formal Language Theory (263-5352-00L; Frühjahr 2023)☆10Feb 21, 2023Updated 3 years ago
- Code for "Theoretical Foundations of Deep Selective State-Space Models" (NeurIPS 2024)☆15Jan 7, 2025Updated last year
- Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces, NeurIPS 2021☆14Dec 11, 2021Updated 4 years ago
- Reference implementation of "Softmax Attention with Constant Cost per Token" (Heinsen, 2024)☆24Jun 6, 2024Updated last year
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Apr 17, 2024Updated last year
- Implementation of Spectral State Space Models☆16Feb 23, 2024Updated 2 years ago
- Source-to-Source Debuggable Derivatives in Pure Python☆15Jan 23, 2024Updated 2 years ago
- Expanding linear RNN state-transition matrix eigenvalues to include negatives improves state-tracking tasks and language modeling without…☆21Mar 15, 2025Updated 11 months ago
- Curse-of-memory phenomenon of RNNs in sequence modelling☆19May 8, 2025Updated 9 months ago
- STABILIZING GRADIENTS FOR DEEP NEURAL NETWORKS VIA EFFICIENT SVD PARAMETERIZATION☆16Jun 5, 2018Updated 7 years ago
- Parallel Associative Scan for Language Models☆18Jan 8, 2024Updated 2 years ago
- DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training (ICLR 2023)☆32Apr 8, 2023Updated 2 years ago
- ☆20Apr 17, 2023Updated 2 years ago
- JEMMA: An Extensible Java dataset for Many ML4Code Applications☆19Dec 12, 2022Updated 3 years ago
- A benchmark dataset and simple code examples for measuring the perception and reasoning of multi-sensor Vision Language models.☆19Dec 27, 2024Updated last year
- Official Repository for Efficient Linear-Time Attention Transformers.☆18Jun 2, 2024Updated last year
- ☆35Nov 22, 2024Updated last year
- ☆22Dec 15, 2023Updated 2 years ago
- [NeurIPS 2023 spotlight] Official implementation of HGRN in our NeurIPS 2023 paper - Hierarchically Gated Recurrent Neural Network for Se…☆67Apr 24, 2024Updated last year
- Statistical discontinuous constituent parsing☆11Feb 15, 2018Updated 8 years ago
- This repository reproduces the results in the paper "How expressive are transformers in spectral domain for graphs?"(published in TMLR)☆12Jul 10, 2022Updated 3 years ago
- continous batching and parallel acceleration for RWKV6☆22Jun 28, 2024Updated last year
- ☆24Sep 25, 2024Updated last year
- [ICLR'25] "Understanding Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing" by Peihao Wang, Ruisi Cai, Yue…☆17Mar 21, 2025Updated 11 months ago
- Official Implementation of ACL2023: Don't Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span …☆14Aug 25, 2023Updated 2 years ago
- ☆11Oct 13, 2019Updated 6 years ago
- source code for NAACL2022 main conference "Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs"☆10Sep 26, 2022Updated 3 years ago
- A PyTorch implementation of the paper https://arxiv.org/abs/1709.04875☆10Jul 22, 2020Updated 5 years ago
- ☆12Jan 29, 2021Updated 5 years ago
- Unofficial implementation of paper : Exploring the Space of Key-Value-Query Models with Intention☆12May 24, 2023Updated 2 years ago
- Code for "What really matters in matrix-whitening optimizers?"☆21Oct 31, 2025Updated 4 months ago
- Spectral Graph Attention Network with Fast Eigen-approximation☆12Dec 24, 2021Updated 4 years ago
- ☆11Oct 11, 2023Updated 2 years ago
- Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification☆11Aug 12, 2023Updated 2 years ago