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The Top 23 Knowledge Distillation Open Source Projects

Open source projects categorized as Knowledge Distillation
Categories > Knowledge Distillation
Paddleclas ⭐ 5,161
A treasure chest for visual classification and recognition powered by PaddlePaddle
total releases 14most recent commit 3 months ago
Awesome Knowledge Distillation ⭐ 3,222
Awesome Knowledge Distillation
most recent commit 4 months ago
Pretrained Language Model ⭐ 2,912
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
most recent commit 3 months ago
Easynlp ⭐ 1,871
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
total releases 1most recent commit 4 months ago
Knowledge Distillation Pytorch ⭐ 1,780
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
most recent commit a year ago
Neural Compressor ⭐ 1,773
SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
dependent packages 15total releases 26most recent commit 3 months agopypi neural-compressor} Downloads
Dwpose ⭐ 1,500
"Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop)
most recent commit 5 months ago
Cream ⭐ 1,446
This is a collection of our NAS and Vision Transformer work.
most recent commit 4 months ago
Neuronblocks ⭐ 1,441
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
most recent commit 9 months ago
Vlm_survey ⭐ 1,405
Vision-Language Models for Vision Tasks: A Survey
most recent commit 5 months ago
Mmrazor ⭐ 1,231
OpenMMLab Model Compression Toolbox and Benchmark.
dependent packages 2total releases 8most recent commit 5 months agopypi mmrazor} Downloads
Knowledge ⭐ 1,197
Knowledge is a tool for saving, searching, accessing, exploring and chatting with all of your favorite websites, documents and files.
most recent commit 3 months ago
Torchdistill ⭐ 1,171
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
dependent packages 2total releases 24most recent commit 4 months agopypi torchdistill} Downloads
Attention Transfer ⭐ 1,120
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
most recent commit 6 years ago
Efficient Computing ⭐ 1,110
Efficient computing methods developed by Huawei Noah's Ark Lab
most recent commit a month ago
Pytorch_classification ⭐ 1,055
利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特
most recent commit a year ago
Efficient Deep Learning ⭐ 885
Collection of recent methods on (deep) neural network compression and acceleration.
most recent commit 2 months ago
Knowledge Distillation Zoo ⭐ 804
Pytorch implementation of various Knowledge Distillation (KD) methods.
most recent commit 2 years ago
Easytransfer ⭐ 795
EasyTransfer is designed to make the development of transfer learning in NLP applications easier.
total releases 6most recent commit 2 years ago
Knowledge Distillation Papers ⭐ 638
knowledge distillation papers
most recent commit a year ago
Mdistiller ⭐ 634
The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/pap
most recent commit 6 months ago
Awesome Efficient Llm ⭐ 521
A curated list for Efficient Large Language Models
most recent commit 3 months ago
Teacher Free Knowledge Distillation ⭐ 490
Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization
most recent commit a year ago
The 4 Most Depended On Knowledge Distillation Open Source Projects
Mmrazor ⭐ 1,231
OpenMMLab Model Compression Toolbox and Benchmark.
dependent packages 2total releases 8latest release May 04, 2022most recent commit 5 months agopypi mmrazor} Downloads
Suod ⭐ 371
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
dependent packages 2total releases 12latest release November 19, 2023most recent commit 3 months agopypi suod} Downloads
The 10 Latest Releases In Knowledge Distillation Open Source Projects
Suod ⭐ 371
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
dependent packages 2total releases 12latest release November 19, 2023most recent commit 3 months agopypi suod} Downloads
Fasterai ⭐ 226
FasterAI: Prune and Distill your models with FastAI and PyTorch
total releases 17latest release November 16, 2023most recent commit 5 months ago
Sc2 Benchmark ⭐ 18
[TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"
total releases 5latest release November 14, 2023most recent commit 6 months ago
Paddleclas ⭐ 5,161
A treasure chest for visual classification and recognition powered by PaddlePaddle
total releases 14latest release December 05, 2022most recent commit 3 months ago
Mmrazor ⭐ 1,231
OpenMMLab Model Compression Toolbox and Benchmark.
dependent packages 2total releases 8latest release May 04, 2022most recent commit 5 months agopypi mmrazor} Downloads
Easynlp ⭐ 1,871
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
total releases 1latest release April 27, 2022most recent commit 4 months ago
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