DataFunSummit
Jan 11, 2025 · Artificial Intelligence
Generative AI Applications, MLOps, and LLMOps: A Comprehensive Overview
This article presents a detailed overview of generative AI lifecycle management, covering practical use cases such as email summarization, the roles of providers, fine‑tuners and consumers, MLOps/LLMOps processes, retrieval‑augmented generation, efficient fine‑tuning methods like PEFT, and Amazon Bedrock services for model deployment and monitoring.
Amazon BedrockGenerative AILLMOps
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