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Search results for python distillation
distillation
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52 search results found
Paddleslim
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1,486
PaddleSlim is an open-source library for deep model compression and architecture search.
Textbrewer
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1,387
A PyTorch-based knowledge distillation toolkit for natural language processing
Continual Learning
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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.
Vitpose
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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"
Knowledge Distillation Zoo
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804
Pytorch implementation of various Knowledge Distillation (KD) methods.
Recsyspapers
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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.
Meal V2
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603
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks
Tanuki.py
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579
Easily build LLM-powered apps that get cheaper and faster over time.
Ares
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413
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
Llm Vm
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401
irresponsible innovation. Try now at https://chat.dev/
Distill Sd
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346
Segmind Distilled diffusion
Hawq
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324
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
Mobile Yolov5 Pruning Distillation
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320
mobilev2-yolov5s剪枝、蒸馏,支持ncnn,tensorRT部署。ultra-ligh but better performence!
Optimum Intel
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268
🤗 Optimum Intel: Accelerate inference with Intel optimization tools
Lav
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267
(CVPR 2022) A minimalist, mapless, end-to-end self-driving stack for joint perception, prediction, planning and control.
Keras_insightface
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208
Insightface Keras implementation
Brain Inspired Replay
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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).
Fkd
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166
Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"
Distilkobert
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165
Distillation of KoBERT from SKTBrain (Lightweight KoBERT)
R2l
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162
[ECCV 2022] R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis
Knowledgedistillation
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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。
Biosteam
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150
The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty
Bk Sdm
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124
A Compressed Stable Diffusion for Efficient Text-to-Image Generation [ICCV'23 Demo] [ICML'23 Workshop]
Filter Grafting
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110
Filter Grafting for Deep Neural Networks(CVPR 2020)
Unif
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109
基于 Tensorflow,仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类,涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域
Worldonrails
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101
(ICCV 2021, Oral) RL and distillation in CARLA using a factorized world model
Disco Pytorch
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80
Code for DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning
Bert Squeeze
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77
🛠️ Tools for Transformers compression using PyTorch Lightning ⚡
Incremental Learning
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76
Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."
Supermix
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72
Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation
Mkb
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54
Knowledge Base Embedding By Cooperative Knowledge Distillation
Distill Bev
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46
DistillBEV: Boosting Multi-Camera 3D Object Detection with Cross-Modal Knowledge Distillation (ICCV 2023)
Zaq Code
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40
CVPR 2021 : Zero-shot Adversarial Quantization (ZAQ)
Knowledgefactor
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31
[ECCV2022] Factorizing Knowledge in Neural Networks
Gnosis
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29
Code to reproduce experiments from 'Does Knowledge Distillation Really Work' a paper which appeared in the 2021 NeurIPS proceedings.
Kominilm
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29
Korean Light Weight Language Model
Datasetculling
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27
✂️ Dataset Culling: Faster training of domain specific models with distillation ✂️ (IEEE ICIP 2019)
Ccl
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25
PyTorch Implementation on Paper [CVPR2021]Distilling Audio-Visual Knowledge by Compositional Contrastive Learning
Yolov5 Distillation Train Inference
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24
Yolov5 distillation training | Yolov5知识蒸馏训练,支持训练自己的数据
Single Img Extrapolating
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23
Repo for the paper "Extrapolating from a Single Image to a Thousand Classes using Distillation"
Armhubert
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23
(INTERSPEECH 2023) Official implementation of ARMHuBERT
Vqgraph
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21
[ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
Distilkobilstm
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17
Distilling Task-Specific Knowledge from Teacher Model into BiLSTM
Dine
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17
code for our CVPR 2022 paper "DINE: Domain Adaptation from Single and Multiple Black-box Predictors"
Distill_visual_priors
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13
2nd place solution of ECCV 2020 workshop VIPriors Image Classification Challenge, https://arxiv.org/abs/2008.00261
Idn Tensorflow
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12
TensorFlow Implementation of "Fast and Accurate Single Image Super-Resolution via Information Distillation Network" (CVPR 2018)
Lightweight Low Resource Nmt
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12
Official code for "Too Brittle To Touch: Comparing the Stability of Quantization and Distillation Towards Developing Lightweight Low-Resource MT Models" to appear in WMT 2022.
Lgtm
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10
[ACL 2023] Code for paper “Tailoring Instructions to Student’s Learning Levels Boosts Knowledge Distillation”(https://arxiv.org/abs/2305.09651)
Skt
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9
Efficient Crowd Counting via Structured Knowledge Transfer (SKT, ACM MM 2020)
Knowledge Distillation Semantic Search
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8
KDSS is the framework for knowledge distillation from LLMs
Linkless Link Prediction
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7
[ICML 2023] Linkless Link Prediction via Relational Distillation
Difussion_continual_learning
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5
PyTorch implementation of various distillation approaches for continual learning of Diffusion Models.
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