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Wei-Cheng, Lin's Projects

atom icon atom

Atom: Low-bit Quantization for Efficient and Accurate LLM Serving

autogptq-mx icon autogptq-mx

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

chatroom icon chatroom

NCKU - EE-OS - Project 2 Many-to-Many Chatroom

cuda_hgemm icon 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 icon evol-q-elsa

Quantization in the Jagged Loss Landscape of Vision Transformers for ELSA

gameoflife-pp-final icon gameoflife-pp-final

A fast, C++ OpenGL implementation of Conway's Game of Life. Now includes a 3D version!

kivi-kernel icon kivi-kernel

KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

resmlp_qat icon resmlp_qat

Quantization-aware training research for ResMLP model.

rgb-d-camera icon 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 icon yolop-custom

You Only Look Once for Panopitic Driving Perception.(MIR2022)

yolov8_tracking icon yolov8_tracking

Real-time multi-object tracking and segmentation using YOLOv8 with DeepOCSORT and OSNet

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