{"componentChunkName":"component---src-templates-tag-page-js","path":"/tags/sampling/","result":{"data":{"site":{"siteMetadata":{"title":"M.Hassan Ahmed","author":"Hassan11196"}},"allMarkdownRemark":{"totalCount":1,"edges":[{"node":{"excerpt":"LLM Sampling: Temperature, Top-p, and Top-k The first time a factual answer from my RAG copilot came back subtly wrong, my instinct was to…","fields":{"slug":"/2026-07-29-llm-sampling-temperature-top-p-top-k/"},"frontmatter":{"date":"2026-07-29T00:00:00.000Z","title":"LLM Sampling: Temperature, Top-p, and Top-k","description":"Temperature, top-p, and top-k are the three knobs that shape how an LLM picks each token. How each one works, when to reach for it, and how they interact.","tags":["AI","LLM","Sampling","RAG"],"thumbnail":null}}}]}},"pageContext":{"tag":"Sampling"}},"staticQueryHashes":["32046230"]}