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Discover 42 open source projects
Showing 21-40 of 42 projects
GMvandeVen/continual-learning
A PyTorch implementation of various continual learning methods for AI/ML developers.
microsoft/Cream
A collection of Microsoft's work on NAS and Vision Transformer for efficient AI models.
AberHu/Knowledge-Distillation-Zoo
A PyTorch implementation of various Knowledge Distillation (KD) methods for model compression and transfer learning.
airaria/TextBrewer
A PyTorch-based toolkit for knowledge distillation in natural language processing tasks.
open-mmlab/mmrazor
An open-source toolbox and benchmark for model compression and acceleration in PyTorch.
PaddlePaddle/PaddleSlim
PaddleSlim is an open-source library for deep model compression and architecture search.
yoshitomo-matsubara/torchdistill
A PyTorch-based framework for reproducible deep learning studies with 26 knowledge distillation methods.
thu-ml/prolificdreamer
A high-performance text-to-3D generation model for building immersive 3D experiences with AI tools.
tanluren/yolov3-channel-and-layer-pruning
A Python library for channel and layer pruning of YOLOv3 and YOLOv4 models, with support for knowledge distillation.
szagoruyko/attention-transfer
Improves Convolutional Networks via Attention Transfer using PyTorch.
lxztju/pytorch_classification
A comprehensive PyTorch-based code repository for image classification, including training, prediction, TTA, model fusion, deployment, and more.
microsoft/NeuronBlocks
A Python toolkit for building and fine-tuning deep learning models, including NLP and question answering.
sauravpanda/BrowserAI
Run local LLMs like llama, deepseek-distill, kokoro and more inside your browser
lightly-ai/lightly-train
All-in-one training for vision models with pretraining, fine-tuning, and distillation capabilities.
huawei-noah/Efficient-Computing
Efficient computing methods developed by Huawei Noah's Ark Lab for model compression and optimization.
Tebmer/Awesome-Knowledge-Distillation-of-LLMs
A comprehensive survey on knowledge distillation techniques for large language models.
ModelTC/Qwen-Image-Lightning
This Python library speeds up the Qwen-Image model using distillation, a technique for AI model optimization.
tianweiy/DMD2
A high-performance image synthesis model with improved distribution matching distillation.
AdamAtomic/flixel
A free Actionscript (Flash) library that provides useful base classes for building 2D games.
chongzhou96/EdgeSAM
Official PyTorch implementation of a prompt-based distillation method for on-device deployment of the Segment Anything Model (SAM).
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