Видео с ютуба Llmops Determinism

Large Language Model Operations (LLMOps) Explained

Are AI Models Really Deterministic? Here's Why They Often Aren’t

Why ‘temp=0’ Still Isn’t Deterministic (and how to fix it)

From Uncertainty to Certainty: Strategies for Deterministic LLMOps

🎙️ Deterministic at temp=0? Nope. The dirty secret of LLMs revealed.”

Покоряя недетерминизм LLM: решение от Thinking Machines

DevOps in the era of generative AI: foundations of LLMOps

Skip the vibes, ship on data

Real World Use Cases of LLMOps | LLMops Masters | Euron

Why LLMOps is Different from Traditional MLOps | LLMops Masters | Euron

Going end-to-end

Code First LLMOps With Azure AI & Prompty | Matthijs van der Veer

The role of LLMs in Ops and Software Delivery and Practices

LLMs are Fundamentally Non-Deterministic | Tim O'Brien | TechLeader Voices

The Evolution from MLOps to LLMOps | LLMops Masters | Euron

Key Challenges in LLMOps | LLMops Masters | Euron

AI Testing—Ensure Deterministic LLM Execution

Defeating Nondeterminism in LLM Inference Is Impossible