Alternatives and similar repositories for KnowledgeDistillation

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

• intersun / PKD-for-BERT-Model-Compression
  pytorch implementation for Patient Knowledge Distillation for BERT Model Compression
  ☆203Updated 5 years ago
• bojone / keras_adversarial_training
  Adversarial Training for NLP in Keras
  ☆46Updated 5 years ago
• cdj0311 / bert_distill_lstm
  Distilling Task-Specific Knowledge from BERT into Simple Neural Networks.
  ☆14Updated 5 years ago
• bojone / r-drop
  R-Drop方法在中文任务上的简单实验
  ☆91Updated 3 years ago
• lonePatient / BERT-SDA
  A PyTorch implementation of "Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation"
  ☆56Updated 5 years ago
• beyondguo / label_confusion_learning
  Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"
  ☆118Updated 2 years ago
• bzantium / pytorch-PKD-for-BERT-compression
  ☆15Updated 5 years ago
• AtmaHou / FewShotMultiLabel
  Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.
  ☆109Updated 3 years ago
• rogerrojur / tianchi-multi-task-nlp
  NLP中文预训练模型泛化能力挑战赛
  ☆43Updated 4 years ago
• kevinmtian / distill-bert
  Knowledge Distillation from BERT
  ☆53Updated 6 years ago
• HoyTta0 / KnowledgeDistillation
  Knowledge distillation in text classification with pytorch. 知识蒸馏，中文文本分类，教师模型BERT、XLNET，学生模型biLSTM。
  ☆226Updated 3 years ago
• BitVoyage / FastBERT
  对ACL2020 FastBERT论文的复现，论文地址//arxiv.org/pdf/2004.02178.pdf
  ☆194Updated 3 years ago
• qiangsiwei / bert_distill
  BERT distillation（基于BERT的蒸馏实验 ）
  ☆314Updated 5 years ago
• chizhu / tianchi-gaic-track3-share
  天池人工智能创新赛3-ch12hu团队周星星分享
  ☆27Updated 4 years ago
• laohur / Learning-To-Compare-For-Text
  Learning To Compare For Text , Few shot learning in text classification
  ☆42Updated 5 years ago
• BetterBench / 2021-Daguan-Cup
  ☆41Updated 3 years ago
• mynewstart / Tianchi-Multi-Task-Learning
  第一名克莱登大学二队方案分享
  ☆18Updated 4 years ago
• wakafengfan / simcse-pytorch
  pytorch版simcse无监督语义相似模型
  ☆23Updated 4 years ago
• lonePatient / multi-sample_dropout_pytorch
  a simple pytorch implement of Multi-Sample Dropout
  ☆57Updated 6 years ago
• choosewhatulike / sparse-sharing
  Codes for "Learning Sparse Sharing Architectures for Multiple Tasks"
  ☆95Updated 4 years ago
• xashru / mixup-text
  Exploring mixup strategies for text classification
  ☆31Updated 4 years ago
• Lisennlp / TinyBert
  简洁易用版TinyBert：基于Bert进行知识蒸馏的预训练语言模型
  ☆266Updated 4 years ago
• SanghunYun / UDA_pytorch
  UDA(Unsupervised Data Augmentation) implemented by pytorch
  ☆278Updated 5 years ago
• HuipengXu / tianchi-multi-task
  NLP中文预训练模型泛化能力挑战赛(https://tianchi.aliyun.com/competition/entrance/531841/introduction?spm=5176.12281957.1004.2.7a883eafYhYhOq)
  ☆37Updated 4 years ago
• liucongg / 2021-GAIIC-Task3-Share
  全球人工智能技术创新大赛-赛道三：小布助手对话短文本语义匹配
  ☆38Updated 4 years ago
• lonePatient / TorchBlocks
  A PyTorch-based toolkit for natural language processing
  ☆159Updated 2 years ago
• qiufengyuyi / bert-of-theseus-tf
  tensorflow version of bert-of-theseus
  ☆63Updated 4 years ago
• ZhengZixiang / ATPapers
  Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力…
  ☆131Updated 4 years ago
• geyingli / unif
  基于 Tensorflow，仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类，涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域
  ☆117Updated 2 years ago
• jiangxinyang227 / few_shot_learning
  classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, ind…
  ☆138Updated 5 years ago