LLM distillation explained: smarter, cheaper and deployable AI for the Enterprise

Running large LLMs in production is expensive — but often unnecessary. In this webinar, you’ll learn how model distillation can cut inference costs by up to 70% while maintaining enterprise-level performance.

We’ll compare distillation with fine-tuning, share real benchmarks, and show a live demo on Nebius AI Studio (now Nebius Token Factory) — covering data prep, distillation, verification, and deployment with enterprise-grade guarantees (SLAs, zero-retention, dedicated endpoints).

You will learn:

  • Distillation 101: How it works and why enterprises use it
  • Benchmarks: Cost savings without accuracy trade-offs
  • Workflow: Step-by-step distillation and deployment on Nebius AI Studio
  • Scaling: Running distilled models in production with compliance + reliability

Our hosts

Dylan Bristot

Head of Product Marketing, Token Factory

Sujee Maniyam

Developer Advocate at Nebius

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