Show HN: LLM Wiki – Open-Source Implementation of Karpathy's LLM Wiki
a day ago
- #knowledge-management
- #open-source
- #LLM-wiki
- Open-source implementation of Karpathy's LLM Wiki, which compiles and maintains a structured wiki from raw sources using an LLM.
- The wiki tracks research on transformer architectures and scaling properties, synthesizing findings from 12 sources across 47 pages, with predictable scaling laws linking model size to performance.
- The LLM autonomously generates markdown pages with summaries, entity pages, and cross-references from immutable raw sources like articles and papers, without modifying them.
- Users interact by dropping sources into a folder, prompting the LLM to summarize, update pages, and flag contradictions, with each source potentially affecting 10–15 wiki pages.
- Features include querying the pre-synthesized wiki for complex questions, running health checks for inconsistencies, and filing good answers as new pages to compound knowledge over time.