Introducing watsonx¶
Machine Learning Operations (MLOps) is the process of moving machine learning models from development and testing to production. MLOps is now extended to support training of foundation models and putting foundation model assets into productive use. Foundational models are the basis of generative AI. Large Language Models (LLMs) are a type of foundation models that support language-based generative AI used for a variety of applications, including advanced chat or summarization. A large language model takes input in the form of a prompt and generates output. Operating large language models in production is MLOps for LLMs called LLMOps.
Overview of watsonx:
For the latest news on watsonx offerings and capabilities, see https://www.ibm.com/watsonx.