lucidrains / memformer

Related projects ⓘ

Alternatives and complementary repositories for memformer

• lucidrains / memory-transformer-xl
  A variant of Transformer-XL where the memory is updated not with a queue, but with attention
  ☆46Updated 4 years ago
• lucidrains / compressive-transformer-pytorch
  Pytorch implementation of Compressive Transformers, from Deepmind
  ☆155Updated 3 years ago
• lucidrains / product-key-memory
  Standalone Product Key Memory module in Pytorch - for augmenting Transformer models
  ☆73Updated 3 months ago
• lucidrains / gated-state-spaces-pytorch
  Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch
  ☆95Updated last year
• lucidrains / long-short-transformer
  Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch
  ☆116Updated 3 years ago
• lucidrains / g-mlp-gpt
  GPT, but made only out of MLPs
  ☆87Updated 3 years ago
• lucidrains / ponder-transformer
  Implementation of a Transformer that Ponders, using the scheme from the PonderNet paper
  ☆79Updated 3 years ago
• pkuzengqi / Skyformer
  Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method (NeurIPS 2021)
  ☆59Updated 2 years ago
• ischlag / fast-weight-transformers
  Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.
  ☆100Updated 3 years ago
• cpcp1998 / PermuteFormer
  Code for the paper PermuteFormer
  ☆42Updated 3 years ago
• google-deepmind / emergent_in_context_learning
  ☆77Updated 3 months ago
• lucidrains / panoptic-transformer
  Another attempt at a long-context / efficient transformer by me
  ☆37Updated 2 years ago
• lucidrains / token-shift-gpt
  Implementation of Token Shift GPT - An autoregressive model that solely relies on shifting the sequence space for mixing
  ☆47Updated 2 years ago
• alex-matton / causal-transformer-decoder
  ☆72Updated 3 years ago
• PiotrNawrot / dynamic-pooling
  Efficient Transformers with Dynamic Token Pooling
  ☆55Updated last year
• sarthmit / Compositional-Attention
  Code to reproduce the results for Compositional Attention
  ☆60Updated 2 years ago
• epfml / collaborative-attention
  Code for Multi-Head Attention: Collaborate Instead of Concatenate
  ☆151Updated last year
• RobertCsordas / transformer_generalization
  The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We s…
  ☆66Updated last year
• deep-spin / infinite-former
  ☆65Updated 2 months ago
• Noahs-ARK / RFA
  ☆32Updated 3 years ago
• XuezheMax / fairseq-apollo
  FairSeq repo with Apollo optimizer
  ☆107Updated 11 months ago
• zinengtang / Perceiver_VL
  PyTorch code for "Perceiver-VL: Efficient Vision-and-Language Modeling with Iterative Latent Attention" (WACV 2023)
  ☆32Updated last year
• lucidrains / compositional-attention-pytorch
  Implementation of "compositional attention" from MILA, a multi-head attention variant that is reframed as a two-step attention process wi…
  ☆50Updated 2 years ago
• lucidrains / memory-compressed-attention
  Implementation of Memory-Compressed Attention, from the paper "Generating Wikipedia By Summarizing Long Sequences"
  ☆71Updated last year
• lucidrains / multistream-transformers
  Implementation of Multistream Transformers in Pytorch
  ☆53Updated 3 years ago
• yuPeiyu98 / Latent-Diffusion-EBM
  [ICML 2022] Latent Diffusion Energy-Based Model for Interpretable Text Modeling
  ☆63Updated 2 years ago
• NVIDIA / transformer-ls
  Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).
  ☆222Updated 2 years ago
• rabeehk / compacter
  ☆126Updated 2 years ago
• lucidrains / routing-transformer
  Fully featured implementation of Routing Transformer
  ☆284Updated 3 years ago
• davidsvy / cosformer-pytorch
  Unofficial PyTorch implementation of the paper "cosFormer: Rethinking Softmax In Attention".
  ☆43Updated 3 years ago