Building and shipping large language models has moved from research labs to everyday product teams. This guide explains how LLM deployment and training tools turn raw data into domain-ready models, then keep them fast, safe, and cost-effective in production.

AI audio generation has matured fast, spanning music creation, voice synthesis, dubbing, and real-time sound design. This guide breaks down what these tools actually do, where they differ, and how to choose confidently based on your use case.