Overview
JFrog ML (formerly Qwak) is a unified MLOps platform that provides all the necessary tools to deliver AI applications at scale. It supports building, deploying, managing, and monitoring AI workflows, encompassing both GenAI/LLMs and classic ML models. The platform offers features like centralized model management, one-click model training on GPU/CPU, scalable model deployment (API endpoints, batch inference, streaming models), and real-time model performance monitoring. JFrog ML also facilitates LLMOps with tools for prompt management, optimized LLM deployment, workflow creation, tracing, and monitoring. The platform includes a feature store for managing the entire feature lifecycle and building data pipelines.