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Running large language models on a single GPU for throughput-oriented scenarios.
AutoML library for deep learning
Automatic extraction of relevant features from time series:
A Python implementation of global optimization with gaussian processes.
Open Source Feature Flags, Experimentation, and Product Analytics
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
An open source python library for automated feature engineering
LLM-powered multiagent persona simulation for imagination enhancement and business insights.
Overview and tutorial of the LangChain Library
OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.
Repo to accompany my mastering LLM engineering course
The Open Source Feature Store for AI/ML
LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base. Register here 👇🏼
Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability.
Open-source framework for building agentic apps in JavaScript, Go, Dart, and Python, built and used in production by Google
Upserts, Deletes And Incremental Processing on Big Data.
A scikit-learn compatible neural network library that wraps PyTorch
Open-source scientific and technical publishing system built on Pandoc.
Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
Probabilistic time series modeling in Python
Ecommerce Search and Discovery - marqo.ai
A Grammar of Graphics for Python
🦛 CHONK docs with Chonkie ✨ — The lightweight ingestion library for fast, efficient and robust RAG pipelines
DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师,自动分析大量数据,一键生成专业分析报告!
这是一份入门AI/LLM大模型的逐步指南,包含教程和演示代码,带你从API走进本地大模型部署和微调,代码文件会提供Kaggle或Colab在线版本,即便没有显卡也可以进行学习。项目中还开设了一个小型的代码游乐场🎡,你可以尝试在里面实验一些有意思的AI脚本。同时,包含李宏毅 (HUNG-YI LEE)2024生成式人工智能导论课程的完整中文镜像作业。
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
General technology for enabling AI capabilities w/ LLMs and MLLMs
The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems.