| --- |
| pretty_name: Clean Math SFT Problem Pool |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: pool.jsonl |
| --- |
| # Clean math SFT problem pool |
|
|
| Inference-free preparation of MATH training, NuminaMath-1.5, and original s1K. |
| Only questions, extracted gold answers, and provenance are retained; no generated traces. |
| The `metadata` column contains lossless JSON text for heterogeneous source metadata. |
| Source licenses remain applicable; see provenance.json for upstream metadata and revisions. |
| The repository's unchanged AIME 2024/2025/2026, AMC 2023, MATH-500 evaluation |
| references and its content-checked DAPO RL set are excluded using distinct n-gram coverage. |
|
|
| `summary.json` contains stage counts; `removed.jsonl` records every removal; |
| `conflicts.jsonl` quarantines conflicting duplicate clusters; `merged_clusters.jsonl` |
| records merges. The two `*_near_misses.jsonl` files list manual-review candidates |
| in descending coverage order. Exact number-swapped templates can appear below the |
| usual near-miss band and are explicitly marked. Eval near misses are recorded at |
| the eval stage, so a candidate can subsequently be removed for RL overlap. |
|
|
| Filtering uses conservative rules, not a semantic classifier; inspect the audit logs. |
| Symbolic parsing does not establish that an upstream gold answer is correct. |
| Lexical normalization removes punctuation, and is not symbolic canonicalization. |
| Conflicting near-duplicate clusters are dropped in full as a conservative policy. |
|
|
| See `provenance.json` for the complete config, pinned inputs, code commit and |
| bundled-file hashes. This artifact performs no model inference or training. |
|
|
