Large Language Models (LLMs) have enormous potential, but also challenge existing workflows in industry that require modularity, transparency, data privacy and structured data. In this talk, I’ll present pragmatic and practical approaches for how to use LLMs beyond just chat bots, how to ship more successful NLP projects from prototype to production and how to use the latest state-of-the-art models in real-world applications and distilling their knowledge into smaller and faster components that can be run and maintained in-house.
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