GitHub topics: kd
Tebmer/Awesome-Knowledge-Distillation-of-LLMs
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.
Size: 18.6 MB - Last synced at: 2 days ago - Pushed at: about 2 months ago - Stars: 997 - Forks: 58
dkozlov/awesome-knowledge-distillation
Awesome Knowledge Distillation
Size: 171 KB - Last synced at: 4 days ago - Pushed at: about 2 months ago - Stars: 3,651 - Forks: 509
datawhalechina/awesome-compression
模型压缩的小白入门教程
Size: 302 MB - Last synced at: 4 days ago - Pushed at: 5 months ago - Stars: 268 - Forks: 34
FLHonker/Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
Size: 457 KB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 2,573 - Forks: 337
zgcr/SimpleAICV_pytorch_training_examples
SimpleAICV:pytorch training and testing examples.
Language: Jupyter Notebook - Size: 243 MB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 432 - Forks: 99
ardaerendogru/dinov2_distillation
This project implements knowledge distillation from DINOv2 (Vision Transformer) to convolutional networks, enabling efficient visual representation learning with reduced computational requirements.
Language: Python - Size: 85.9 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 2 - Forks: 0
IPL-sharif/KD_Survey
A Comprehensive Survey on Knowledge Distillation
Size: 877 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0
Zzh-tju/Rotated-LD
Rotated Localization Distillation (CVPR 2022, TPAMI 2023)
Language: Python - Size: 1.7 MB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 44 - Forks: 2
Adamdad/KnowledgeFactor
[ECCV2022] Factorizing Knowledge in Neural Networks
Language: Python - Size: 781 KB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 89 - Forks: 5
hunto/image_classification_sota
Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.
Language: Python - Size: 208 KB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 81 - Forks: 14
Jarexing/PFAS_Kd_Prediction
This repository provides the code for machine learning models predicting the partitioning coefficient of PFASs and all associated raw datasets.
Language: Jupyter Notebook - Size: 18.6 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
dd-hebert/agilent-uvvis-to-csv
A simple script to convert Agilent 845x Chemstation UV-Vis files (.KD or .SD formats) to .csv format. Fast and easy!
Language: Python - Size: 68.4 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 0
AberHu/Knowledge-Distillation-Zoo
Pytorch implementation of various Knowledge Distillation (KD) methods.
Language: Python - Size: 90.8 KB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 1,526 - Forks: 261
kaiyuyue/mgd
Matching Guided Distillation (ECCV 2020)
Language: Python - Size: 680 KB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 64 - Forks: 13
ydu-sci/Binding_Curve_Viewer
Visualizing the Equilibrium and Kinetics of Protein-Ligand Binding and Competitive Binding
Language: Python - Size: 99.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
Guillawme/julia-curve-fitting
Pluto notebook for curve fitting
Language: Julia - Size: 1.15 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0
kixi-io/Ki.KD-JVM
This is a Kotlin implementation of the KD language. It is feature complete and passes all tests.
Language: Java - Size: 7.33 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1
UBCDingXin/cGAN-KD
A unified cGAN-based knowledge distillation method
Language: Python - Size: 4.63 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 2
kixi-io/Ki.Docs
Documentation for Ki Libraries and Languages
Size: 304 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0
hansalemaos/windbg2df
provides a convenient and streamlined approach to analyze Windows processes by converting windbg requests to pandas DataFrames
Language: Python - Size: 40 KB - Last synced at: 26 days ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
JayFoxRox/pykdclient
Cross-platform Python scripts to interface with the Microsoft Kernel Debugger
Language: Python - Size: 29.3 KB - Last synced at: 25 days ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 1
JerryX1110/Awesome-3D-Anomaly-Detection
Awesome-3D/Multimodal-Anomaly-Detection-and-Localization/Segmentation/3D-KD/3D-knowledge-distillation
Size: 36.1 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 32 - Forks: 3
hunto/DIST_KD
Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022
Language: Python - Size: 231 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 62 - Forks: 7
hunto/MasKD
Official implementation of paper "Masked Distillation with Receptive Tokens", ICLR 2023.
Language: Python - Size: 4.8 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 2
Cr4sh/DbgCb 📦
Engine for communication with remote kernel debugger (KD, WinDbg) from drivers and applications
Language: C++ - Size: 828 KB - Last synced at: about 2 years ago - Pushed at: almost 12 years ago - Stars: 34 - Forks: 18
HoundThe/WarzoneLobbyScraper
A script that fetches and plots average team KD ratio of player games.
Language: Python - Size: 409 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0
PMassicotte/greenedge-underice-kd
A new method to estimate Kd under heterogeneous ice surface in the Arctic
Language: HTML - Size: 47.2 MB - Last synced at: 25 days ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
