Alternatives and similar repositories for The-compression-of-Transformer:

Users that are interested in The-compression-of-Transformer are comparing it to the libraries listed below

• lancopku / AdaNorm
  Code for "Understanding and Improving Layer Normalization"
  ☆46Updated 5 years ago
• FreedomIntelligence / complex-order
  ☆83Updated 5 years ago
• khakhulin / compressed-transformer
  Compression of NMT transformer model with tensor methods
  ☆48Updated 5 years ago
• asappresearch / flop
  Pytorch library for factorized L0-based pruning.
  ☆44Updated last year
• Noahs-ARK / RFA
  ☆32Updated 3 years ago
• tt-embedding / tt-embeddings
  ☆27Updated 5 years ago
• microsoft / Stochastic-Mixture-of-Experts
  This package implements THOR: Transformer with Stochastic Experts.
  ☆62Updated 3 years ago
• pmichel31415 / are-16-heads-really-better-than-1
  Code for the paper "Are Sixteen Heads Really Better than One?"
  ☆171Updated 4 years ago
• xuanqing94 / FLOATER
  Learning to Encode Position for Transformer with Continuous Dynamical Model
  ☆59Updated 4 years ago
• icml2019paper2428 / Towards-A-Deep-and-Unified-Understanding-of-Deep-Neural-Models-in-NLP
  Code implementation of paper Towards A Deep and Unified Understanding of Deep Neural Models in NLP
  ☆72Updated 5 years ago
• yaohungt / TransformerDissection
  [EMNLP'19] Summary for Transformer Understanding
  ☆53Updated 5 years ago
• twinkle0331 / Xcompression
  [ICLR 2022] Code for paper "Exploring Extreme Parameter Compression for Pre-trained Language Models"(https://arxiv.org/abs/2205.10036)
  ☆22Updated last year
• pkuzengqi / Skyformer
  Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method (NeurIPS 2021)
  ☆60Updated 2 years ago
• RayeRen / multilingual-kd-pytorch
  ICLR2019, Multilingual Neural Machine Translation with Knowledge Distillation
  ☆70Updated 4 years ago
• lancopku / Prime
  A simple module consistently outperforms self-attention and Transformer model on main NMT datasets with SoTA performance.
  ☆86Updated last year
• gonglinyuan / StackingBERT
  Source code for "Efficient Training of BERT by Progressively Stacking"
  ☆112Updated 5 years ago
• Junya-Chen / FlatCLR
  FlatNCE: A Novel Contrastive Representation Learning Objective
  ☆89Updated 3 years ago
• lancopku / Explicit-Sparse-Transformer
  code for Explicit Sparse Transformer
  ☆59Updated last year
• KhrulkovV / tt-pytorch
  ☆60Updated 4 years ago
• dguo98 / DiffPruning
  Parameter Efficient Transfer Learning with Diff Pruning
  ☆73Updated 4 years ago
• zhuohan123 / hint-nart
  ☆10Updated 5 years ago
• IBM / PoWER-BERT
  Method to improve inference time for BERT. This is an implementation of the paper titled "PoWER-BERT: Accelerating BERT Inference via Pro…
  ☆59Updated last year
• androstj / tensor_rnn
  An implementation of various tensor-based decomposition for NN & RNN parameters
  ☆18Updated 6 years ago
• msobroza / compositional_code_learning
  Reproduce the results of paper "Compressing Word Embeddings via Deep Compositional Code Learning" accepted ICLR 2018
  ☆23Updated 6 years ago
• facebookresearch / DisCo
  DisCo Transformer for Non-autoregressive MT
  ☆78Updated 2 years ago
• jack57lee / Diversify-MHA
  EMNLP 2018: Multi-Head Attention with Disagreement Regularization; NAACL 2019: Information Aggregation for Multi-Head Attention with Rout…
  ☆19Updated 4 years ago
• lxk00 / BERT-EMD
  ☆50Updated last year
• tencent-ailab / ICML21_OAXE
  ☆27Updated 3 years ago
• lzy1732008 / GaussionTransformer
  For paper《Gaussian Transformer: A Lightweight Approach for Natural Language Inference》
  ☆28Updated 4 years ago
• huggingface / block_movement_pruning
  Block Sparse movement pruning
  ☆78Updated 4 years ago