| --- |
| license: mit |
| language: |
| - en |
| tags: |
| - rlvr |
| - reinforcement-learning |
| - alignment |
| - reasoning |
| - verifiable-rewards |
| pretty_name: AmberTrace — Certified Decision Eval Suites |
| --- |
| # AmberTrace — Certified Decision Eval Suites |
|
|
| Cross-domain eval and OOD/prediction probe suites used by the alignment matrix. Prompts and answer vocabularies only — the certified `oracle` and `undecidable` verdicts are stripped; score live against AmberTrace. |
|
|
| ## AT = gold — this dataset ships no answers |
|
|
| The [AmberTrace](https://ambertrace.ai) verifier *is* the answer. Every certified-answer column |
| (`gold` / `oracle` / `decision` / `triage_reason` / `undecidable`) has been |
| **stripped** from these files: a public `(features → certified decision)` map |
| would give the decision function away and let any leaderboard be gamed. |
| **Score live** by submitting the prompts/features to AmberTrace and reading the |
| certificate at eval time — the verifier is the oracle, not a static key. |
|
|
| ## Files |
|
|
| | File | Rows | Fields | Notes | |
| |------|-----:|--------|-------| |
| | `decision_eval_v1.jsonl` | 1350 | `id`, `domain`, `prompt`, `vocabulary`, `difficulty` | 1,350-item cross-domain decision eval; `oracle` + `undecidable` stripped. | |
| | `ood_probe_v1.jsonl` | 120 | `id`, `domain`, `prompt`, `vocabulary`, `difficulty` | 120-item out-of-distribution probe; `oracle` + `undecidable` stripped. | |
| | `prediction_eval_v1.jsonl` | 40 | `id`, `domain`, `prompt`, `vocabulary`, `difficulty` | 40-item symbolic-forecast eval; `oracle` + `undecidable` stripped. | |
|
|
| ## Provenance |
|
|
| These platforms were **agent-authored via the AmberTrace SDK** and |
| acceptance-gated; the prompt/feature files are generated reproducibly from |
| the source repo. See [`ambertrace-rlvr`](https://github.com/ambertrace-labs/ambertrace-rlvr) and its `data/` + |
| `examples/gen_*.py` generators. |
|
|
| ## Reproduce / score |
|
|
| - Library: `pip install ambertrace-rlvr` — [https://pypi.org/project/ambertrace-rlvr/](https://pypi.org/project/ambertrace-rlvr/) |
| - Source, methodology, and the live-scoring path: [https://github.com/ambertrace-labs/ambertrace-rlvr](https://github.com/ambertrace-labs/ambertrace-rlvr) |
| - Publishing policy (AT = gold): [`docs/HUGGINGFACE.md`](https://github.com/ambertrace-labs/ambertrace-rlvr/blob/main/docs/HUGGINGFACE.md) |
|
|
| ## License |
|
|
| MIT (see the source repo). |
|
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|
