A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.
☆650Mar 1, 2023Updated 3 years ago
Alternatives and similar repositories for KD_Lib
Users that are interested in KD_Lib are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,748Nov 25, 2021Updated 4 years ago
- A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods p…☆1,617Mar 31, 2026Updated last month
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,988Mar 25, 2023Updated 3 years ago
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,665May 30, 2023Updated 2 years ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆583Feb 15, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Awesome Knowledge Distillation☆3,869Updated this week
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,434Oct 16, 2023Updated 2 years ago
- knowledge distillation papers☆766Feb 10, 2023Updated 3 years ago
- A large scale study of Knowledge Distillation.☆220Apr 19, 2020Updated 6 years ago
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆901Nov 5, 2023Updated 2 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,671Jun 11, 2024Updated last year
- PyTorch implementation for Channel Distillation☆103Jun 9, 2020Updated 5 years ago
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆701Dec 24, 2021Updated 4 years ago
- A curated list of neural network pruning resources.☆2,493Apr 4, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)☆423Jun 23, 2020Updated 5 years ago
- Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021)☆119Feb 9, 2021Updated 5 years ago
- ☆34Aug 20, 2023Updated 2 years ago
- Mobile vision models and code☆920Feb 11, 2026Updated 3 months ago
- Awesome Knowledge-Distillation for CV☆94Apr 30, 2024Updated 2 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,950Dec 14, 2023Updated 2 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,825Updated this week
- model compression and optimization for deployment for Pytorch, including knowledge distillation, quantization and pruning.(知识蒸馏,量化,剪枝)☆21Sep 10, 2024Updated last year
- This resposity maintains a collection of important papers on knowledge distillation (awesome-knowledge-distillation)).☆85Mar 19, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"☆191Apr 29, 2024Updated 2 years ago
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,271May 6, 2025Updated last year
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Dec 8, 2023Updated 2 years ago
- [ECCV2020] Knowledge Distillation Meets Self-Supervision☆237Dec 15, 2022Updated 3 years ago
- torch-optimizer -- collection of optimizers for Pytorch☆3,167Mar 22, 2024Updated 2 years ago
- [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.☆3,310Sep 7, 2025Updated 8 months ago
- Distilling Knowledge via Knowledge Review, CVPR 2021☆275Dec 16, 2022Updated 3 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆309Dec 8, 2022Updated 3 years ago
- Implementation of CVPR 2019 paper: Distilling Object Detectors with Fine-grained Feature Imitation☆420Jul 15, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Efficient computing methods developed by Huawei Noah's Ark Lab☆1,303Nov 5, 2024Updated last year
- Official implementation for (Refine Myself by Teaching Myself : Feature Refinement via Self-Knowledge Distillation, CVPR-2021)☆104Apr 30, 2024Updated 2 years ago
- Summary, Code for Deep Neural Network Quantization☆562Updated this week
- When Does Label Smoothing Help?_pytorch_implementationimp☆126Jan 13, 2020Updated 6 years ago
- Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022☆156Dec 28, 2022Updated 3 years ago
- Post-training sparsity-aware quantization☆34Feb 26, 2023Updated 3 years ago
- [CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for a…☆181Mar 14, 2020Updated 6 years ago