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dkozlov/awesome-knowledge-distillation

A collection of resources and tools related to knowledge distillation, a technique for compressing and transferring knowledge from a larger model to a smaller one.

3.8K
Stable
Knowledge Distillation
#knowledge-distillation#model-compression#deep-learning

jlblancoc/nanoflann

A C++11 header-only library for Nearest Neighbor search with KD-trees

2.6K
Stable
C++
LLM Frameworks
React
#nearest-neighbor-search#kd-trees#c++11

haitongli/knowledge-distillation-pytorch

A PyTorch library for exploring deep and shallow knowledge distillation experiments with flexibility.

2.0K
Archived
Python
Computer Vision
Model Compression
PyTorch
#computer-vision#model-compression#knowledge-distillation

AberHu/Knowledge-Distillation-Zoo

A PyTorch implementation of various Knowledge Distillation (KD) methods for model compression and transfer learning.

1.7K
Archived
Python
Model Compression
Knowledge Distillation
PyTorch
#distillation#knowledge-transfer#model-compression

Tebmer/Awesome-Knowledge-Distillation-of-LLMs

A comprehensive survey on knowledge distillation techniques for large language models.

1.3K
Experimental
LLM Frameworks
Tutorials & Courses
#knowledge-distillation#large-language-model#survey

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