Alternatives and similar repositories for lite-transformer:

Users that are interested in lite-transformer are comparing it to the libraries listed below

• sacmehta / delight
  DeLighT: Very Deep and Light-Weight Transformers
  ☆468Updated 4 years ago
• tatp22 / linformer-pytorch
  My take on a practical implementation of Linformer for Pytorch.
  ☆409Updated 2 years ago
• majumderb / rezero
  Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"
  ☆408Updated 5 months ago
• cybertronai / pytorch-lamb
  Implementation of https://arxiv.org/abs/1904.00962
  ☆372Updated 4 years ago
• Separius / awesome-fast-attention
  list of efficient attention modules
  ☆995Updated 3 years ago
• mit-han-lab / hardware-aware-transformers
  [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
  ☆332Updated 6 months ago
• lucidrains / routing-transformer
  Fully featured implementation of Routing Transformer
  ☆288Updated 3 years ago
• JetRunner / BERT-of-Theseus
  ⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).
  ☆311Updated last year
• lucidrains / sinkhorn-transformer
  Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention
  ☆256Updated 3 years ago
• dropreg / R-Drop
  ☆870Updated 7 months ago
• PhilJd / contiguous_pytorch_params
  Accelerate training by storing parameters in one contiguous chunk of memory.
  ☆292Updated 4 years ago
• yitu-opensource / ConvBert
  ☆250Updated 2 years ago
• LiyuanLucasLiu / Transformer-Clinic
  Understanding the Difficulty of Training Transformers
  ☆327Updated 2 years ago
• lucidrains / g-mlp-pytorch
  Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch
  ☆426Updated 3 years ago
• idiap / fast-transformers
  Pytorch library for fast transformer implementations
  ☆1,665Updated last year
• lucidrains / reformer-pytorch
  Reformer, the efficient Transformer, in Pytorch
  ☆2,140Updated last year
• facebookresearch / adaptive-span
  Transformer training code for sequential tasks
  ☆610Updated 3 years ago
• jayparks / transformer
  A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"
  ☆550Updated 4 years ago
• lucidrains / linear-attention-transformer
  Transformer based on a variant of attention that is linear complexity in respect to sequence length
  ☆724Updated 8 months ago
• epfml / attention-cnn
  Source code for "On the Relationship between Self-Attention and Convolutional Layers"
  ☆1,094Updated 2 years ago
• rishikksh20 / FNet-pytorch
  Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms
  ☆256Updated 3 years ago
• guolinke / TUPE
  Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve exis…
  ☆250Updated 3 years ago
• microsoft / fastformers
  FastFormers - highly efficient transformer models for NLU
  ☆703Updated last year
• alphadl / lookahead.pytorch
  lookahead optimizer (Lookahead Optimizer: k steps forward, 1 step back) for pytorch
  ☆334Updated 5 years ago
• lucidrains / performer-pytorch
  An implementation of Performer, a linear attention-based transformer, in Pytorch
  ☆1,110Updated 2 years ago
• lena-voita / the-story-of-heads
  This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, t…
  ☆306Updated 3 years ago
• DSE-MSU / R-transformer
  Pytorch implementation of R-Transformer. Some parts of the code are adapted from the implementation of TCN and Transformer.
  ☆226Updated 5 years ago
• alexa / bort
  Repository for the paper "Optimal Subarchitecture Extraction for BERT"
  ☆471Updated 2 years ago
• huggingface / nn_pruning
  Prune a model while finetuning or training.
  ☆397Updated 2 years ago
• zhijian-liu / torchprofile
  A general and accurate MACs / FLOPs profiler for PyTorch models
  ☆579Updated 8 months ago