pkuzengqi / Skyformer
Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method (NeurIPS 2021)
☆59Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Skyformer
- Implementation of a Transformer using ReLA (Rectified Linear Attention) from https://arxiv.org/abs/2104.07012☆49Updated 2 years ago
- Implementation of Memformer, a Memory-augmented Transformer, in Pytorch☆106Updated 4 years ago
- Official Pytorch Implementation of Length-Adaptive Transformer (ACL 2021)☆100Updated 4 years ago
- A variant of Transformer-XL where the memory is updated not with a queue, but with attention☆46Updated 4 years ago
- No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models (ICLR 2022)☆29Updated 2 years ago
- Implementation of COCO-LM, Correcting and Contrasting Text Sequences for Language Model Pretraining, in Pytorch☆45Updated 3 years ago
- Implementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch☆72Updated last year
- Implementation of Token Shift GPT - An autoregressive model that solely relies on shifting the sequence space for mixing☆47Updated 2 years ago
- The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We s…☆66Updated last year
- ☆15Updated 3 years ago
- Parameter Efficient Transfer Learning with Diff Pruning☆72Updated 3 years ago
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆95Updated last year
- Code for the PAPA paper☆27Updated 2 years ago
- ☆32Updated 3 years ago
- The official repository for our paper "The Dual Form of Neural Networks Revisited: Connecting Test Time Predictions to Training Patterns …☆16Updated last year
- ☆42Updated 4 years ago
- My explorations into editing the knowledge and memories of an attention network☆34Updated last year
- Code for the paper "Query-Key Normalization for Transformers"☆35Updated 3 years ago
- Pytorch library for factorized L0-based pruning.☆43Updated last year
- The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".☆32Updated 3 years ago
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆56Updated last year
- GPT, but made only out of MLPs☆87Updated 3 years ago
- ☆49Updated last year
- Code for the paper PermuteFormer☆42Updated 3 years ago
- FairSeq repo with Apollo optimizer☆107Updated 11 months ago
- [NeurIPS 2022] Your Transformer May Not be as Powerful as You Expect (official implementation)☆33Updated last year
- DEMix Layers for Modular Language Modeling☆53Updated 3 years ago
- This repository contains the code for the paper in Findings of EMNLP 2021: "EfficientBERT: Progressively Searching Multilayer Perceptron …☆32Updated last year
- [EMNLP'19] Summary for Transformer Understanding☆52Updated 4 years ago
- Standalone Product Key Memory module in Pytorch - for augmenting Transformer models☆72Updated 3 months ago