data(v3): public HF dataset — sycophancy held-out + fresh test + croissant#14
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- hf_dataset/README.md: dataset card (sycophancy held-out n=58 + fresh n=35, per-mode recall, dual-judge κ=1.0 + out-of-band caveat, schema, reproducibility)
- hf_dataset/data/sycophancy/{heldout_positives,freshtest}.jsonl
- metadata_croissant_draft.json v3.0.0 (validates)
- operator runs huggingface-cli upload (token); not auto-uploaded
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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Packages the v3/v4 sycophancy held-out as a publishable HF dataset (companion: waitdeadai/llm-dark-patterns distribution/v3-positioning).
hf_dataset/README.md— dataset card: held-out (n=58) + fresh test (n=35), per-mode recall, the "no-sycophancy 0.667 TRAIN does not survive → held-out F1 0.298" finding, dual-judge κ=1.0 with the out-of-band caveat, schema, splits, reproducibility, limitations.hf_dataset/data/sycophancy/{heldout_positives,freshtest}.jsonlmetadata_croissant_draft.jsonv3.0.0 (validates viapython3 -m json.tool).Numbers traced to
llm-dark-patterns/evaluation/v3,v4/RESULTS-*.mdand cross-checked (7/40=0.175 recall → F1 0.298). Not auto-uploaded — operator runshuggingface-cli upload waitdeadai/agent-closeout-bench hf_dataset . --repo-type dataset.🤖 Generated with Claude Code