Alternatives and similar repositories for EarlyBERT

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

• dguo98 / DiffPruning
  Parameter Efficient Transfer Learning with Diff Pruning
  ☆74Updated 4 years ago
• microsoft / Stochastic-Mixture-of-Experts
  This package implements THOR: Transformer with Stochastic Experts.
  ☆65Updated 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
• GeneZC / MiniMoE
  Code for ACL 2023 paper titled "Lifting the Curse of Capacity Gap in Distilling Language Models"
  ☆28Updated 2 years ago
• intersun / CoDIR
  Code for EMNLP 2020 paper CoDIR
  ☆41Updated 2 years ago
• Hunter-DDM / stablemoe
  Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"
  ☆47Updated 3 years ago
• princeton-nlp / LM-Kernel-FT
  A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643
  ☆76Updated last year
• varunnair18 / FISH
  Code for "Training Neural Networks with Fixed Sparse Masks" (NeurIPS 2021).
  ☆59Updated 3 years ago
• huggingface / block_movement_pruning
  Block Sparse movement pruning
  ☆81Updated 4 years ago
• ShaojieJiang / tldr
  Source code repo for paper "TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation"
  ☆10Updated last year
• renll / SparseLT
  [EMNLP 2022] Language Model Pre-Training with Sparse Latent Typing
  ☆14Updated 2 years ago
• rabeehk / vibert
  Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021
  ☆41Updated 4 years ago
• allenai / staged-training
  Staged Training for Transformer Language Models
  ☆32Updated 3 years ago
• gmftbyGMFTBY / MomentumDecoding
  Momentum Decoding: Open-ended Text Generation as Graph Exploration
  ☆19Updated 2 years ago
• bigscience-workshop / architecture-objective
  ☆97Updated last year
• 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 2 months ago
• kernelmachine / demix
  DEMix Layers for Modular Language Modeling
  ☆53Updated 3 years ago
• thunlp / TR-BERT
  Source code for NAACL 2021 paper "TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference"
  ☆47Updated 3 years ago
• cheneydon / efficient-bert
  This repository contains the code for the paper in Findings of EMNLP 2021: "EfficientBERT: Progressively Searching Multilayer Perceptron …
  ☆33Updated 2 years ago
• llyx97 / Rosita
  [AAAI 2021] "ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques", Yuanxin Liu, Zheng Lin, Fengcheng Yuan
  ☆14Updated 2 years ago
• thunlp / Knowledge-Inheritance
  Source code for paper: Knowledge Inheritance for Pre-trained Language Models
  ☆38Updated 3 years ago
• ekinakyurek / influence
  Code for "Tracing Knowledge in Language Models Back to the Training Data"
  ☆38Updated 2 years ago
• jxhe / efficient-knnlm
  Pytorch implementation of paper "Efficient Nearest Neighbor Language Models" (EMNLP 2021)
  ☆73Updated 3 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
• iedwardwangi / MetaAdapter
  ☆22Updated 4 years ago
• rabeehk / hyperformer
  ☆156Updated 3 years ago
• violet-zct / swarm-distillation-zero-shot
  ☆22Updated 2 years ago
• qcwthu / Lifelong-Fewshot-Language-Learning
  The code for lifelong few-shot language learning
  ☆55Updated 3 years ago
• asappresearch / flop
  Pytorch library for factorized L0-based pruning.
  ☆45Updated last year
• schwartz-lab-NLP / papa
  Code for the PAPA paper
  ☆27Updated 2 years ago