Alternatives and similar repositories for DeeBERT

Users that are interested in DeeBERT are comparing it to the libraries listed below

• pmichel31415 / are-16-heads-really-better-than-1
  Code for the paper "Are Sixteen Heads Really Better than One?"
  ☆172Updated 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…
  ☆61Updated last month
• princeton-nlp / CoFiPruning
  [ACL 2022] Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408
  ☆195Updated 2 years ago
• JetRunner / PABEE
  Code for the paper "BERT Loses Patience: Fast and Robust Inference with Early Exit".
  ☆65Updated 4 years ago
• castorini / berxit
  ☆22Updated 4 years ago
• intersun / PKD-for-BERT-Model-Compression
  pytorch implementation for Patient Knowledge Distillation for BERT Model Compression
  ☆201Updated 5 years ago
• TobiasLee / Awesome-Efficient-PLM
  Must-read papers on improving efficiency for pre-trained language models.
  ☆104Updated 2 years ago
• asappresearch / revisit-bert-finetuning
  For the code release of our arXiv paper "Revisiting Few-sample BERT Fine-tuning" (https://arxiv.org/abs/2006.05987).
  ☆184Updated 2 years ago
• LorrinWWW / SkipBERT
  Code associated with the paper **SkipBERT: Efficient Inference with Shallow Layer Skipping**, at ACL 2022
  ☆16Updated 3 years ago
• VITA-Group / BERT-Tickets
  [NeurIPS 2020] "The Lottery Ticket Hypothesis for Pre-trained BERT Networks", Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Ya…
  ☆140Updated 3 years ago
• JetRunner / BERT-of-Theseus
  ⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).
  ☆313Updated 2 years ago
• RayeRen / multilingual-kd-pytorch
  ICLR2019, Multilingual Neural Machine Translation with Knowledge Distillation
  ☆70Updated 4 years ago
• allenai / sledgehammer
  ☆47Updated 5 years ago
• fastnlp / ElasticBERT
  A pre-trained model with multi-exit transformer architecture.
  ☆54Updated 2 years ago
• clovaai / length-adaptive-transformer
  Official Pytorch Implementation of Length-Adaptive Transformer (ACL 2021)
  ☆101Updated 4 years ago
• mitchellgordon95 / bert-prune
  ☆17Updated 5 years ago
• Edy-Barraza / Transformer_Distillation
  Knowledge Distillation For Transformer Language Models
  ☆52Updated last year
• thunlp / TR-BERT
  Source code for NAACL 2021 paper "TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference"
  ☆47Updated 3 years ago
• lonePatient / MobileBert_PyTorch
  MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices
  ☆67Updated 5 years ago
• fuzihaofzh / repetition-problem-nlg
  Code for the paper "A Theoretical Analysis of the Repetition Problem in Text Generation" in AAAI 2021.
  ☆54Updated 2 years ago
• kssteven418 / LTP
  [KDD'22] Learned Token Pruning for Transformers
  ☆98Updated 2 years ago
• huggingface / block_movement_pruning
  Block Sparse movement pruning
  ☆80Updated 4 years ago
• sai-prasanna / bert-experiments
  ☆19Updated 4 years ago
• Sanyuan-Chen / RecAdam
  Code for the RecAdam paper: Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.
  ☆117Updated 4 years ago
• txsun1997 / awesome-early-exiting
  A curated list of Early Exiting papers, benchmarks, and misc.
  ☆117Updated last year
• QipengGuo / NLP-Notes
  Notes of my introduction about NLP in Fudan University
  ☆37Updated 3 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…
  ☆314Updated 3 years ago
• gonglinyuan / StackingBERT
  Source code for "Efficient Training of BERT by Progressively Stacking"
  ☆112Updated 5 years ago
• intersun / CoDIR
  Code for EMNLP 2020 paper CoDIR
  ☆41Updated 2 years ago
• microsoft / COCO-LM
  [NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
  ☆117Updated last year