AI SCI MI Mikhail Berkov · Thinking Sand Mastering LLM Temperature: A Step-by-Step Guide Learn how LLM temperature controls randomness and creativity in model outputs. Includes math, examples, and tuning best practices.
AI TCH MI Mikhail Berkov · Thinking Sand LLM Sampling Explained: Selecting the Next Token Learn how LLMs choose their next token using probabilities, log probabilities, greedy sampling, and random sampling — with real examples.
AI MI Mikhail Berkov · Thinking Sand Understanding LLM Logprobs Where we explain what LLM logprobs are and what we can do with them.
