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Discover 17 open source projects
Showing 1-17 of 17 projects
PaddlePaddle/PaddleClas
A comprehensive visual classification and recognition library powered by the PaddlePaddle deep learning framework.
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.
huawei-noah/Pretrained-Language-Model
Pretrained language model and optimization techniques for large-scale distributed AI/ML development.
intel/neural-compressor
Optimizes large language models for low-bit precision and sparsity, improving model compression techniques.
alibaba/EasyNLP
EasyNLP is an easy-to-use NLP toolkit for tasks like text classification, retrieval, and generation.
haitongli/knowledge-distillation-pytorch
A PyTorch library for exploring deep and shallow knowledge distillation experiments with flexibility.
horseee/Awesome-Efficient-LLM
A curated list of efficient and compressed large language models for developers to explore.
robert-mcdermott/ai-knowledge-graph
An AI-powered tool to generate knowledge graphs from text data, with visualization capabilities.
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.
open-mmlab/mmrazor
An open-source toolbox and benchmark for model compression and acceleration in PyTorch.
yoshitomo-matsubara/torchdistill
A PyTorch-based framework for reproducible deep learning studies with 26 knowledge distillation methods.
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.
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.
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