| # FlashMini sources (v4) |
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|
| Candidate families and roles; verified revision/license/gating come from |
| `registry/source_snapshot.lock.json` after `source-lock`. Gated NVIDIA |
| sources stay recipe-only unless terms explicitly permit redistribution. |
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| - General/educational web: `fineweb_edu`, `fineweb`, `nemotron_cc_v2` (gated) |
| - Books/reference/science: `common_pile_books` (per-component licensing) |
| - Code: `stackv2_edu`, `stack_edu`, `nemotron_code` (gated, recipe-only) |
| - Math/STEM: `finemath`, `open_web_math`, `nemotron_math` (gated, recipe-only) |
| - Synthetic educational: `cosmopedia` |
| - Reasoning/post-training: `openthoughts` (reasoning vs final kept separate) |
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| Post-training pools (separate from base): code/engineering, reasoning, |
| instruction-following (verifiable constraints), tool use, operational safety |
| (read-only < reversible < recoverable < irreversible/external/credential), |
| concise neutral style (minimum words to fully satisfy; no canned |
| friendliness), general assistant, preference pairs. |
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