VITA-Group / BERT-Tickets

Related projects ⓘ

Alternatives and complementary repositories for BERT-Tickets

• dguo98 / DiffPruning
  Parameter Efficient Transfer Learning with Diff Pruning
  ☆72Updated 3 years ago
• huggingface / block_movement_pruning
  Block Sparse movement pruning
  ☆78Updated 3 years ago
• pmichel31415 / are-16-heads-really-better-than-1
  Code for the paper "Are Sixteen Heads Really Better than One?"
  ☆169Updated 4 years ago
• microsoft / Stochastic-Mixture-of-Experts
  This package implements THOR: Transformer with Stochastic Experts.
  ☆61Updated 3 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…
  ☆58Updated last year
• varunnair18 / FISH
  Code for "Training Neural Networks with Fixed Sparse Masks" (NeurIPS 2021).
  ☆56Updated 2 years ago
• clovaai / length-adaptive-transformer
  Official Pytorch Implementation of Length-Adaptive Transformer (ACL 2021)
  ☆100Updated 4 years ago
• intersun / CoDIR
  Code for EMNLP 2020 paper CoDIR
  ☆41Updated 2 years ago
• nng555 / ssmba
  ☆63Updated 2 years ago
• sai-prasanna / bert-experiments
  ☆20Updated 4 years ago
• VITA-Group / EarlyBERT
  [ACL-IJCNLP 2021] "EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets" by Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, …
  ☆17Updated 2 years ago
• asappresearch / flop
  Pytorch library for factorized L0-based pruning.
  ☆43Updated last year
• cliang1453 / super-structured-lottery-tickets
  Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)
  ☆17Updated 3 years ago
• princeton-nlp / LM-Kernel-FT
  A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643
  ☆69Updated last year
• JetRunner / PABEE
  Code for the paper "BERT Loses Patience: Fast and Robust Inference with Early Exit".
  ☆64Updated 3 years ago
• bloodwass / mixout
  Implementation of Mixout with PyTorch
  ☆74Updated last year
• camelop / NLP-Robustness
  OOD Generalization and Detection (ACL 2020)
  ☆61Updated 4 years ago
• Hunter-DDM / stablemoe
  Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"
  ☆42Updated 2 years ago
• kernelmachine / demix
  DEMix Layers for Modular Language Modeling
  ☆53Updated 3 years ago
• AI-secure / InfoBERT
  [ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Y…
  ☆83Updated last year
• gorokoba560 / norm-analysis-of-transformer
  ☆77Updated 7 months ago
• TideDancer / iclr21_isotropy_contxt
  ☆28Updated 3 years ago
• mitchellgordon95 / bert-prune
  ☆17Updated 4 years ago
• allenai / sledgehammer
  ☆47Updated 4 years ago
• cliang1453 / SAGE
  No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models (ICLR 2022)
  ☆29Updated 2 years ago
• yoonkim / neural-qcfg
  ☆44Updated 3 years ago
• jxhe / efficient-knnlm
  Pytorch implementation of paper "Efficient Nearest Neighbor Language Models" (EMNLP 2021)
  ☆71Updated 2 years ago
• tencent-ailab / ICML21_OAXE
  ☆26Updated 3 years ago
• QingruZhang / PLATON
  This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).
  ☆41Updated 2 years ago
• ChengyueGongR / advsoft
  Language Model Baselines for PyTorch
  ☆42Updated 4 years ago