Datasets:
File size: 1,497 Bytes
3c0bb29 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 | {
"name": "polish-dynaword-v0.3-quality-mix",
"description": "Training-oriented source mix for reducing legal/parliamentary style dominance while preserving traceable open licensing.",
"temperature_alpha": 0.5,
"legal_cap_share": 0.15,
"legal_sources": [
"eurlex",
"parliamentary",
"dziennik_ustaw"
],
"source_multipliers": {
"wikipedia": 1.15,
"wikinews": 1.25,
"wikibooks": 1.30,
"wikivoyage": 1.20,
"wolne_lektury": 1.10,
"wikisource": 0.85,
"wikiquote": 0.70,
"eltec_pol": 0.75,
"eurlex": 1.00,
"parliamentary": 0.80,
"dziennik_ustaw": 0.70
},
"final_phase_share": 0.10,
"final_phase_sources": [
"wikipedia",
"wikinews",
"wikibooks",
"wikivoyage",
"wolne_lektury"
],
"target_missing_sources": [
"licensed contemporary Polish web",
"how-to guides and poradniki",
"technical blogs and documentation",
"Q&A",
"forums with compatible licensing"
],
"quality_policy": {
"dedup": "Use exact, normalized-text, and near-duplicate removal before release/training.",
"boilerplate": "Remove navigation, cookie banners, repeated headers/footers, legal boilerplate, and template remnants aggressively.",
"evaluation": "Track per-source perplexity, legal/parliamentary marker rates, and style-contamination probes; global loss alone is insufficient.",
"probe_model": "GPT-2 124M is only a cheap dataset probe, not evidence that the final model is high quality."
}
}
|