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The Top 23 Python Distillation Open Source Projects

Open source projects categorized as Python Distillation
Categories > Distillation
Paddleslim ⭐ 1,486
PaddleSlim is an open-source library for deep model compression and architecture search.
dependent packages 4total releases 22most recent commit 3 months agopypi paddleslim} Downloads
Textbrewer ⭐ 1,387
A PyTorch-based knowledge distillation toolkit for natural language processing
most recent commit a year ago
Continual Learning ⭐ 1,190
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
most recent commit 10 months 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
Knowledge Distillation Zoo ⭐ 804
Pytorch implementation of various Knowledge Distillation (KD) methods.
most recent commit 2 years ago
Recsyspapers ⭐ 801
推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
most recent commit 4 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
Tanuki.py ⭐ 579
Easily build LLM-powered apps that get cheaper and faster over time.
most recent commit 3 months ago
Ares ⭐ 413
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
most recent commit 6 months ago
Llm Vm ⭐ 401
irresponsible innovation. Try now at https://chat.dev/
total releases 7most recent commit 4 months ago
Distill Sd ⭐ 346
Segmind Distilled diffusion
most recent commit 6 months 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
Mobile Yolov5 Pruning Distillation ⭐ 320
mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-ligh but better performence！
most recent commit 3 years ago
Optimum Intel ⭐ 268
🤗 Optimum Intel: Accelerate inference with Intel optimization tools
most recent commit 3 months ago
Lav ⭐ 267
(CVPR 2022) A minimalist, mapless, end-to-end self-driving stack for joint perception, prediction, planning and control.
most recent commit 2 years ago
Keras_insightface ⭐ 208
Insightface Keras implementation
most recent commit 4 months 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
R2l ⭐ 162
[ECCV 2022] R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis
most recent commit 8 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
Biosteam ⭐ 150
The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty
dependent packages 5total releases 434most recent commit 3 months agopypi biosteam} Downloads
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
The 2 Most Depended On Python Distillation Open Source Projects
Biosteam ⭐ 150
The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty
dependent packages 5total releases 434latest release November 04, 2023most recent commit 3 months agopypi biosteam} Downloads
Paddleslim ⭐ 1,486
PaddleSlim is an open-source library for deep model compression and architecture search.
dependent packages 4total releases 22latest release December 29, 2022most recent commit 3 months agopypi paddleslim} Downloads
The 4 Latest Releases In Python Distillation Open Source Projects
Llm Vm ⭐ 401
irresponsible innovation. Try now at https://chat.dev/
total releases 7latest release November 25, 2023most recent commit 4 months ago
Biosteam ⭐ 150
The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty
dependent packages 5total releases 434latest release November 04, 2023most recent commit 3 months agopypi biosteam} Downloads
Paddleslim ⭐ 1,486
PaddleSlim is an open-source library for deep model compression and architecture search.
dependent packages 4total releases 22latest release December 29, 2022most recent commit 3 months agopypi paddleslim} Downloads
Distilkobert ⭐ 165
Distillation of KoBERT from SKTBrain (Lightweight KoBERT)
total releases 7latest release December 18, 2019most recent commit 10 months ago
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