lucidrains / memformerLinks
Implementation of Memformer, a Memory-augmented Transformer, in Pytorch
☆118Updated 4 years ago
Alternatives and similar repositories for memformer
Users that are interested in memformer are comparing it to the libraries listed below
Sorting:
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆100Updated 2 years ago
- A variant of Transformer-XL where the memory is updated not with a queue, but with attention☆49Updated 4 years ago
- Pytorch implementation of Compressive Transformers, from Deepmind☆160Updated 3 years ago
- Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch☆119Updated 3 years ago
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆225Updated 3 years ago
- Standalone Product Key Memory module in Pytorch - for augmenting Transformer models☆80Updated 10 months ago
- FairSeq repo with Apollo optimizer☆114Updated last year
- Axial Positional Embedding for Pytorch☆81Updated 4 months ago
- Implementation of a Transformer that Ponders, using the scheme from the PonderNet paper☆81Updated 3 years ago
- Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.☆105Updated 4 years ago
- Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method (NeurIPS 2021)☆61Updated 3 years ago
- Code to reproduce the results for Compositional Attention☆60Updated 2 years ago
- Implementation of Memory-Compressed Attention, from the paper "Generating Wikipedia By Summarizing Long Sequences"☆71Updated 2 years ago
- ☆84Updated 10 months ago
- The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We s…☆67Updated 2 years ago
- Implementation of Feedback Transformer in Pytorch☆107Updated 4 years ago
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆204Updated last year
- ☆73Updated 4 years ago
- Sequence modeling with Mega.☆296Updated 2 years ago
- GPT, but made only out of MLPs☆89Updated 4 years ago
- Code for the paper PermuteFormer☆42Updated 3 years ago
- Implementation of "compositional attention" from MILA, a multi-head attention variant that is reframed as a two-step attention process wi…☆51Updated 3 years ago
- [ICLR 2023] Official implementation of Transnormer in our ICLR 2023 paper - Toeplitz Neural Network for Sequence Modeling☆79Updated last year
- Another attempt at a long-context / efficient transformer by me☆38Updated 3 years ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆78Updated 3 years ago
- code for Explicit Sparse Transformer☆62Updated last year
- ☆129Updated 2 years ago
- An implementation of Transformer with Expire-Span, a circuit for learning which memories to retain☆34Updated 4 years ago
- Code for Multi-Head Attention: Collaborate Instead of Concatenate☆152Updated 2 years ago
- Efficient Transformers with Dynamic Token Pooling☆61Updated 2 years ago