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A curated list for Efficient Large Language Models
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
A Collection of useful Methods in Java
Awesome Knowledge Distillation
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
Collection of AWESOME vision-language models for vision tasks
"Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop)
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
This is a collection of our NAS and Vision Transformer work.
PaddleSlim is an open-source library for deep model compression and architecture search.