scott306lr's Projects
Want a faster ML processor? Do it yourself! -- A framework for playing with custom opcodes to accelerate TensorFlow Lite for Microcontrollers (TFLM). . . . . . Online tutorial: https://google.github.io/CFU-Playground/ For reference docs, see the link below.
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
AniArena (AA in short)
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
NYCU 2023 Fall Semester Data Visualization and Visual Analytics
Fork of official DeiT repository
a bot for discord written by python
Directly sends an email from Gmail to Kindle
website for orienteering for fcs event
2022 Web Frontend Intern Homework
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
NYCU 2021 Introduction to Computer Graphics
kills process occupying certain port.
Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
My collection of useful code snippets of each language.
convenient python scripts to use.
A website (or blog?) to showcase all my projects.
Fork From The Official Implementation of EAGLE
PyTorch emulation library for Microscaling (MX)-compatible data formats
2020-nctu-network-programming
fork test
2022 NYCU Theory of Computer Games
NCTU Dlab 2020 final project
Python API for ML inferencing and transfer-learning on Coral devices
Quantization-aware training research for ResMLP model.
2020-nctu-computer-system-administration