Tag

#corpus

Articles tagged "corpus" — 2 entries.

Upcoming inference NIM planned ~14 min read
Machine that Builds Machines

Gates Before the Advisor — Recall Floors, Raw-Base Preflights, and the Bench That Ate Its Own Spec

Before the Advisor trained: a 182-source corpus pack with recall gates on two retrieval lanes (BM25 and live pgvector + NIM embedder), raw-base preflights that failed two NVIDIA bases honestly, and the rebuild that caught the bench's own spec contaminating its retrieval context.
Upcoming fine-tuning Foundation planned ~45 min read
Machine that Builds Machines

Synthetic Corpus Frameworks on the Spark — From a Bespoke Pipeline to an Orchestration Layer

A bespoke synth pipeline got 200 rows into a 5000-row reasoning corpus before a fourth meta-state surface form forced a retreat. The diagnosis: a regex-floor approach cannot catch novel surface forms by construction. The fix is the open-source orchestration layer.