{"id":19854,"name":"LLM Provenance Auditor","purpose":"A web application allowing users to verify the lineage and training origin of Large Language Models (LLMs) based on config.json, tokenizer.json, and embedding weights, providing a spectrum of originality assessment.","profitable":1,"date_generated":"Sunday August 2026 10:05","reference":"llm-provenance-auditor","technology_advise":["Python","PostgreSQL","Android","iOS","Medium"],"development_time_estimation_mvp_in_hours":180,"grade":7.2,"category":"ai","view_count":5,"similar_ideas":[{"id":123,"name":"LLM Trust Validator","grade":7.8,"category":null},{"id":1191,"name":"LLM Fine-Tuning Marketplace","grade":8.1,"category":null},{"id":2720,"name":"LLM Evaluation Dashboard","grade":7.3,"category":null},{"id":18397,"name":"Provenance Validator","grade":8.2,"category":"security"},{"id":20217,"name":"LLM Observability Suite","grade":7.5,"category":"devtools"}],"source_headline":"Guide verifies LLM training lineage using public artifacts"}