Simon Ye's repositories
azure-openai-apim-load-balancing
This sample demonstrates how to load balance requests between multiple Azure OpenAI Services using Azure API Management.
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
ChatGLM2-6B
ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型
google-cloud-4-words
The Google Cloud Developer's Cheat Sheet
hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
keycloak
Open Source Identity and Access Management For Modern Applications and Services
kyverno
Kubernetes Native Policy Management
langchain
⚡ Building applications with LLMs through composability ⚡
legalbench
An open science effort to benchmark legal reasoning in foundation models
LLM-Finetuning
LLM Finetuning with peft
LLM-Text-to-SQL-Architectures
A collection of architectural patterns leveraging Large Language Models (LLMs) for efficient Text-to-SQL generation.
miracl
A large-scale multilingual dataset for Information Retrieval. Thorough human-annotations across 18 diverse languages.
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
ML-Papers-Explained
Explanation to key concepts in ML
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
NLP-Interview-Notes2
该仓库主要记录 NLP 算法工程师相关的面试题
nopCommerce
ASP.NET Core eCommerce software. nopCommerce is a free and open-source shopping cart.
nuttx
Apache NuttX is a mature, real-time embedded operating system (RTOS)
open-interpreter
OpenAI's Code Interpreter in your terminal, running locally
papermill
📚 Parameterize, execute, and analyze notebooks
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
promptflow
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
pygwalker
PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
ragas
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
system-design-101
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
torchmetrics
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.