Alternatives and similar repositories for SkipBERT:

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

• RunxinXu / ContrastivePruning
  Source code for our AAAI'22 paper 《From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression》
  ☆24Updated 3 years ago
• GeneZC / MiniMoE
  Code for ACL 2023 paper titled "Lifting the Curse of Capacity Gap in Distilling Language Models"
  ☆28Updated last year
• TobiasLee / Awesome-Efficient-PLM
  Must-read papers on improving efficiency for pre-trained language models.
  ☆103Updated 2 years ago
• LeeSureman / Sequence-Labeling-Early-Exit
  Code for ACL 2021 paper: Accelerating BERT Inference for Sequence Labeling via Early-Exit
  ☆28Updated 2 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 this week
• JetRunner / PABEE
  Code for the paper "BERT Loses Patience: Fast and Robust Inference with Early Exit".
  ☆65Updated 3 years ago
• thunlp / TR-BERT
  Source code for NAACL 2021 paper "TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference"
  ☆47Updated 2 years ago
• llyx97 / sparse-and-robust-PLM
  [NeurIPS 2022] "A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models", Yuanxin Liu, Fandong Meng, Zheng Lin, Jiangnan Li…
  ☆21Updated last year
• microsoft / SEED-Encoder
  ☆44Updated 3 years ago
• pkunlp-icler / GroupMeeting
  Group Meeting Record for Baobao Chang Group in Peking University
  ☆26Updated 3 years ago
• Hunter-DDM / stablemoe
  Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"
  ☆45Updated 2 years ago
• tongshoujie / MATCH-TUNING
  MATCH-TUNING
  ☆15Updated 2 years ago
• jxhe / efficient-knnlm
  Pytorch implementation of paper "Efficient Nearest Neighbor Language Models" (EMNLP 2021)
  ☆72Updated 3 years ago
• lipiji / uChecker
  Code of the COLING22 paper "uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers"
  ☆19Updated 2 years ago
• wuch15 / HiTransformer
  ACL 2021: HiTransformer
  ☆13Updated 3 years ago
• pkunlp-icler / ChildTuning
  ☆33Updated 3 years ago
• SimiaoZuo / MoEBERT
  This PyTorch package implements MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation (NAACL 2022).
  ☆104Updated 3 years ago
• thunlp / Knowledge-Inheritance
  Source code for paper: Knowledge Inheritance for Pre-trained Language Models
  ☆38Updated 3 years ago
• TsinghuaAI / CPM-1-Pretrain
  Pretrain CPM-1
  ☆51Updated 4 years ago
• INK-USC / hypter
  Zero-shot Learning by Generating Task-specific Adapters
  ☆14Updated 4 years ago
• tencent-ailab / ICML21_OAXE
  ☆28Updated 3 years ago
• fastnlp / ElasticBERT
  A pre-trained model with multi-exit transformer architecture.
  ☆55Updated 2 years ago
• RUCAIBox / ELMER
  This repository is the official implementation of our EMNLP 2022 paper ELMER: A Non-Autoregressive Pre-trained Language Model for Efficie…
  ☆26Updated 2 years ago
• RunxinXu / ChildTuning
  Source code for our EMNLP'21 paper 《Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning》
  ☆60Updated 3 years ago
• LinyangLee / Token-Aware-VAT
  Code for our AAAI2021 paper: Token-Aware Virtual Adversarial Training For Language Understanding.
  ☆25Updated 4 years ago
• Yifan-Gao / multilingual_keyphrase_generation
  [NAACL'22-Findings] Dataset for "Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training"
  ☆18Updated 2 years ago
• castorini / DeeBERT
  DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference
  ☆156Updated 3 years ago
• lancopku / DynamicKD
  Code for EMNLP 2021 main conference paper "Dynamic Knowledge Distillation for Pre-trained Language Models"
  ☆40Updated 2 years ago
• txsun1997 / nlp-paradigm-shift
  Paradigm shift in natural language processing
  ☆42Updated 2 years ago
• gmftbyGMFTBY / MomentumDecoding
  Momentum Decoding: Open-ended Text Generation as Graph Exploration
  ☆19Updated 2 years ago