scott306lr's repositories
ResMLP_QAT
Quantization-aware training research for ResMLP model.
viewFormer
Inspect and visualize Transformer's characteristics.
AAML_Final
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
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
DataVisualizationHW
NYCU 2023 Fall Semester Data Visualization and Visual Analytics
AutoGPTQ
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
deit_training
Fork of official DeiT repository
fcs_orient_2020
website for orienteering for fcs event
gpt-fast
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
Intro_to_CG_2021
NYCU 2021 Introduction to Computer Graphics
LLaMA-Factory
Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
lr-code-book
My collection of useful code snippets of each language.
lr-py-scripts
convenient python scripts to use.
LREAGLE
Fork From The Official Implementation of EAGLE
microxcaling
PyTorch emulation library for Microscaling (MX)-compatible data formats
NYCU-Software-Testing-2022
fork test
NYCU_Theory_of_Computer_Games
2022 NYCU Theory of Computer Games
pycoral
Python API for ML inferencing and transfer-learning on Coral devices
taide100x
Accelerating TAIDE & other Taiwan LLM models.
TinyNeuralNetwork_EC633
Modified TinyNeuralNetwork for reasearching purpose.
vad
Voice activity detector (VAD) for the browser with a simple API
yoloMOT_Streaming
Video Streaming and Tracking Final Project