Tao WANG's repositories
Generative-AI-Tutorial
A subjective learning guide for generative AI research
wintaowang.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
LLM-FineTuning-Large-Language-Models
LLM (Large Language Model) FineTuning
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
llama_index
LlamaIndex is a data framework for your LLM applications
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
SmallLanguageModel-project
this repository contains codes required to build a Small Language Model, using data gathered from Youtube Videos
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
chroma
the AI-native open-source embedding database
llm-finetuning
Guide for fine-tuning Llama/Mistral/CodeLlama models and more
MobiLlama
MobiLlama : Small Language Model tailored for edge devices
LLM-and-GenAI-in-Engineering
A Collection of Papers on the Use of LLM and GenAI in Engineering
Parameter-Efficient-Fine-Tunning-of-LLMs
Evaluating PEFT methods on T5-small for language model fine-tuning.
nltk
NLTK Source
article-downloader
Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.
PhySO
Physical Symbolic Optimization
Conductive_heat_transferFall-2023-MEM-611
Conductive Heat Transfer
PiNet
Prior Information based NEural neTwork (PiNet) is tailored for constitutive modelling and solving partial differential equations in soil mechanics and geotechnical engineering.
specmicp
EPFL SOURCE
gym
A toolkit for developing and comparing reinforcement learning algorithms.
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
IRS
IRS: A Large Synthetic Indoor Robotics Stereo Dataset for Disparity and Surface Normal Estimation
FATE
An Industrial Grade Federated Learning Framework
mmdetection
OpenMMLab Detection Toolbox and Benchmark
Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
crackpy
Crack Analysis Tool in Python (CrackPy) - automatic detection and fracture mechanical analysis of (fatigue) cracks using digital image correlation
OPF
Pytorch implementation of paper: Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization.
cyaxares
A dense medium radiative transfer equation solver using Monte Carlo method
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
labelImg
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.