Resources

Hands-on experiments and training runs, with their results and conditions

AI · Explainer

Dead-Simple RAG (2) — LoRA Fine-Tuning on Court Rulings Hits Half as Many Statutes as RAG

A model LoRA-fine-tuned on the same court-ruling corpus learned only the format, and fell short of RAG at citing the right statutes

Oct 2, 2026
AI · Explainer

Dead-Simple RAG (1) — A Local RAG Built on Anonymized Court Rulings, Statute Hits 18%→32%

How I built a pseudonymized corpus from AI Hub's anonymized court-ruling data and had a local LLM draft rulings grounded in similar cases

Sep 30, 2026