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The Top 17 Python Pytorch Distillation Open Source Projects

Open source projects categorized as Python Pytorch Distillation
Categories > Distillation
Textbrewer ⭐ 1,387
A PyTorch-based knowledge distillation toolkit for natural language processing
most recent commit a year ago
Vitpose ⭐ 950
The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [Arxiv'22] "ViTPose+: Vision Transformer Foundation Model for Generic Body Pose Estimation"
most recent commit 6 months ago
Meal V2 ⭐ 603
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks
most recent commit 2 years ago
Hawq ⭐ 324
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
most recent commit a year ago
Brain Inspired Replay ⭐ 169
A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
most recent commit 2 years ago
Fkd ⭐ 166
Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"
most recent commit 4 months ago
Distilkobert ⭐ 165
Distillation of KoBERT from SKTBrain (Lightweight KoBERT)
total releases 7most recent commit 10 months ago
Knowledgedistillation ⭐ 150
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。
most recent commit 2 years ago
Bk Sdm ⭐ 124
A Compressed Stable Diffusion for Efficient Text-to-Image Generation [ICCV'23 Demo] [ICML'23 Workshop]
most recent commit 5 months ago
Filter Grafting ⭐ 110
Filter Grafting for Deep Neural Networks(CVPR 2020)
most recent commit 3 years ago
Incremental Learning ⭐ 76
Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."
most recent commit 4 years ago
Supermix ⭐ 72
Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation
most recent commit 2 years ago
Mkb ⭐ 54
Knowledge Base Embedding By Cooperative Knowledge Distillation
most recent commit 2 years ago
Knowledgefactor ⭐ 31
[ECCV2022] Factorizing Knowledge in Neural Networks
most recent commit 2 years ago
Datasetculling ⭐ 27
✂️ Dataset Culling: Faster training of domain specific models with distillation ✂️ (IEEE ICIP 2019)
most recent commit 4 years ago
Distilkobilstm ⭐ 17
Distilling Task-Specific Knowledge from Teacher Model into BiLSTM
most recent commit a year ago
Skt ⭐ 9
Efficient Crowd Counting via Structured Knowledge Transfer (SKT, ACM MM 2020)
most recent commit 3 years ago
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