Pinned Repositories
AutoGPTQ-bugfix
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
CF-ViT
(AAAI 2023 Oral) Pytorch implementation of "CF-ViT: A General Coarse-to-Fine Method for Vision Transformer"
chenmnz.github.io
Efficient-LLMs-Survey
Efficient Large Language Models: A Survey
PrefixQuant
An algorithm for static activation quantization of LLMs
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
SMMix
[ICCV 23]This is a Pytorch implementation of our paper "SMMix: Self-Motivated Image Mixing for Vision Transformers"
DiffRate
[ICCV 23]An approach to enhance the efficiency of Vision Transformer (ViT) by concurrently employing token pruning and token merging techniques, while incorporating a differentiable compression rate.
EfficientQAT
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
OmniQuant
[ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.
ChenMnZ's Repositories
ChenMnZ/CF-ViT
(AAAI 2023 Oral) Pytorch implementation of "CF-ViT: A General Coarse-to-Fine Method for Vision Transformer"
ChenMnZ/PrefixQuant
An algorithm for static activation quantization of LLMs
ChenMnZ/SMMix
[ICCV 23]This is a Pytorch implementation of our paper "SMMix: Self-Motivated Image Mixing for Vision Transformers"
ChenMnZ/chenmnz.github.io
ChenMnZ/AutoGPTQ-bugfix
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
ChenMnZ/Efficient-LLMs-Survey
Efficient Large Language Models: A Survey
ChenMnZ/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more