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Code for "On the Surprising Efficacy of Distillation as an Alternative to Pre-Training Small Models"
The official GitHub page for the survey paper "A Survey of Large Language Models".
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Awesome Knowledge Distillation
A python library for self-supervised learning on images.
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
A PyTorch-based knowledge distillation toolkit for natural language processing
PaddleSlim is an open-source library for deep model compression and architecture search.
The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]