tony kuo's starred repositories
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
flash-attention
Fast and memory-efficient exact attention
seamless_communication
Foundational Models for State-of-the-Art Speech and Text Translation
text-generation-inference
Large Language Model Text Generation Inference
accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
featuretools
An open source python library for automated feature engineering
azure-search-openai-demo
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
wikiextractor
A tool for extracting plain text from Wikipedia dumps
CTranslate2
Fast inference engine for Transformer models
AgentBench
A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)
nixtla
TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.
LLM-Adapters
Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
llama-from-scratch
Llama from scratch, or How to implement a paper without crying
CapsLockNoDelay
Eliminates delay when activating caps lock on macOS OSX
neurips_llm_efficiency_challenge
NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
Clustering-with-LLM
A customer segmentation project can be approached in multiple ways. In this repository, we will explore advanced techniques for defining clusters and analyzing the results.
Manufacturing-Data-Science
Data Science in Manufacturing 製造資料科學