Navigating LLM Deployment Tips, Tricks, and Techniques | Intel AI DevSummit 2025 | Intel Software
3Self-hosted Language Models are going to power the next generation of applications in critical industries like financial services, healthcare, and defence. Self-hosting LLMs, as opposed to using API-based models, comes with its own host of challenges - as well as needing to solve business problems, engineers need to wrestle with the intricacies of model inference, deployment and infrastructure. In this talk we are going to discuss the best practices in model optimisation, serving and monitoring - with practical tips and real case-studies.
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Navigating LLM Deployment Tips, Tricks, and Techniques | Intel AI DevSummit 2025 | Intel Software