Wei-Cheng, Lin's repositories
Atom
Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
AutoGPTQ-MX
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
Chatroom
NCKU - EE-OS - Project 2 Many-to-Many Chatroom
Cloud-Native-Development-towards-Best-Practice
(11102) Cloud Native Development: towards Best Practice Final Project
ConvNeXt-ELSA
Code release for ConvNeXt model
cuda_hgemm
Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruction.
evol-q-ELSA
Quantization in the Jagged Loss Landscape of Vision Transformers for ELSA
GameOfLife-PP-Final
A fast, C++ OpenGL implementation of Conway's Game of Life. Now includes a 3D version!
ResMLP_QAT
Quantization-aware training research for ResMLP model.
RGB-D-Camera
資訊專題 - 結合RGB-D Camera與深度學習模型（物件偵測、物件追蹤）
YOLOP-custom
You Only Look Once for Panopitic Driving Perception.（MIR2022）
YOLOv5-LPRNet-Licence-Recognition
使用YOLOv5和LPRNet進行車牌檢測+識別（CCPD數據集）
YOLOv8-DeepSORT-Vehicle-Tracking
YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT
yolov8_tracking
Real-time multi-object tracking and segmentation using YOLOv8 with DeepOCSORT and OSNet
KIVI-kernel
KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
NYCU-ICLAB-2022FALL
NYCU-ICLAB-2022FALL
Palu
Implementation for Paul.
PTQ4ViT-for-ELSA
Post-Training Quantization for Vision transformers.
template
Template for running TAIDE model