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The Top 23 Python Knowledge Distillation Open Source Projects

Open source projects categorized as Python 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
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
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 4 months ago
Cream ⭐ 1,446
This is a collection of our NAS and Vision Transformer work.
most recent commit 3 months ago
Mmrazor ⭐ 1,231
OpenMMLab Model Compression Toolbox and Benchmark.
dependent packages 2total releases 8most recent commit 5 months agopypi mmrazor} Downloads
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 3 months agopypi torchdistill} Downloads
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
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
Efficient Gnns ⭐ 490
Code and resources on scalable and efficient Graph Neural Networks
most recent commit a year ago
Kd_lib ⭐ 476
A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.
total releases 8most recent commit a year ago
Mammoth ⭐ 424
An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning
most recent commit 4 months ago
Suod ⭐ 371
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
dependent packages 2total releases 12most recent commit 3 months agopypi suod} Downloads
Distill Sd ⭐ 346
Segmind Distilled diffusion
most recent commit 6 months ago
Ld ⭐ 332
Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)
most recent commit 4 months ago
Mi Gan ⭐ 297
[ICCV 2023] MI-GAN: A Simple Baseline for Image Inpainting on Mobile Devices
most recent commit 3 months ago
2dpass ⭐ 282
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds (ECCV 2022) 🔥
most recent commit a year ago
Rkd ⭐ 270
Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019
most recent commit 3 years ago
Fast_human_pose_estimation_pytorch ⭐ 246
Pytorch Code for CVPR2019 paper "Fast Human Pose Estimation" https://arxiv.org/abs/1811.05419
most recent commit 4 years ago
The 4 Most Depended On Python 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 9 Latest Releases In Python 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
Sc2 Benchmark ⭐ 18
[TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"
total releases 5latest release November 14, 2023most recent commit 5 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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