Tag

#curveball-bench

Articles tagged "curveball-bench" — 1 entry.

Article №56 fine-tuning NeMo ~16 min read — synthesis of a two-day advisor build on one Spark
Machine that Builds Machines

The Refusal Floor Is Trainable — What a Frozen Curveball Proved About Prompts vs Weights

A 30B model with a hand-tuned prompt contract refused 3 of 9 adversarial pretexts and fabricated private-looking state 3 times. A 4B trained for 21 minutes refused 9 of 9. The bench that saw the difference was frozen before training — and that discipline is the whole method.

uses fieldkit.arenafieldkit.eval