Creative Control: logprobs & top_logprobs Explained—Understand How ChatGPT Picks Tokens скачать в хорошем качестве

Creative Control: logprobs & top_logprobs Explained—Understand How ChatGPT Picks Tokens

🔍 See what’s happening under ChatGPT’s hood.In this Creative Control lesson you’ll learn how the logprobs and top_logprobs request parameters expose the model’s confidence and the alternative tokens it considered—giving you a clear window into every word‑level decision. What you’ll learn: The purpose of logprobs and why it must be enabled before anything else How top_logprobs reveals the most likely token candidates ChatGPT weighed at each position Practical reasons to request probability data: debugging, safety checks, model evaluation Where to add both settings in your chat.completions.create call for seamless analysis Understanding logprob data means you can audit the model, explain its choices, and steer future prompts with hard evidence. 👉 Subscribe and turn on notifications to follow the next two videos, where we translate logprob numbers into plain probabilities and parse the full JSON structure.