LASR-Callum/

2026-08-07-surf-synthdoc-difficult-advice-attributes

Minimal dataset for running SURF (Surfacing Unintended Response Failures). Paper: Chunky Post-Training (link pending)

uv run -m surf.cli.main sweep
--attributes LASR-Callum/2026-08-07-surf-synthdoc-difficult-advice-attributes
--rubric rubrics/rebuttal.yaml
-o results/

prompt: The query text sae_attributes: List of semantic attribute cluster summaries

Each prompt was… See the full description on the dataset page: https://huggingface.co/datasets/LASR-Callum/2026-08-07-surf-synthdoc-difficult-advice-attributes.