| --- |
| license: cc-by-sa-4.0 |
| language: [en, fr, de, es, ko] |
| pretty_name: anima 5-lang UNIFIED corpus (wiki + SNS + persona, byte-vocab256) |
| tags: [anima, persona, sns, multilingual, byte-vocab, unified, coverage-corpus] |
| --- |
| |
| # anima-corpus-5lang-unified |
|
|
| A **UNIFIED 5-language** training corpus that combines a clean encyclopedic |
| **wiki backbone** with the **persona × SNS** roleplay surface, so a single |
| byte-level model is multilingual across ALL surfaces (wiki + SNS + persona) in |
| **en / fr / de / es / ko**. This closes the CORPUS-domain gap where 5-lang |
| coverage previously lived ONLY in the wiki/chat corpus and the persona/SNS |
| corpus was Korean-only. |
|
|
| This corpus feeds a FUTURE 5-lang 7B retrain (separate from the current |
| KR-persona 7B). It is byte-vocab V=256 (UTF-8) throughout. |
|
|
| ## composition (~50% wiki / ~50% persona-SNS) |
|
|
| | part | bytes | % | source | license | |
| |---|---|---|---|---| |
| | wiki backbone | 5,218,193 | 50.05 | `wikimedia/wikipedia` 20231101 (en/fr/de/es/ko) | CC-BY-SA-4.0 (real, attributable) | |
| | persona × SNS | 5,207,508 | 49.95 | authored-synthetic (deterministic templates, 20-roster × 16 scenarios × IG/YT) | authored-synthetic, no PII, no scraped data | |
| | **unified total** | **10,485,747** | 100 | block-interleaved (byte-weighted round-robin) | mixed (per part above) | |
|
|
| - **unified sha256**: `ac6ed840319c503b3045ec997015bd396ecacf58681f79f47fe8d1082adcd995` |
| - **wiki backbone sha256**: `497df619b2c952d5dce158bff990157619dbb8066083f6ae3212312a0811819c` |
| - **persona×SNS sha256**: `1e5a062a5fe216a24ffe8230714d6bc9eb760ac9f3e18eec9326858e659866ba` |
| - wiki blocks: 12,268 · persona dialogues: 17,755 |
|
|
| ## per-language byte split (unified, wiki + persona) |
|
|
| | lang | total bytes | % | wiki | persona | |
| |---|---|---|---|---| |
| | en | 2,007,387 | 19.14 | 1,048,576 | 958,811 | |
| | fr | 2,153,045 | 20.53 | 1,048,576 | 1,104,469 | |
| | de | 2,115,603 | 20.18 | 1,048,576 | 1,067,027 | |
| | es | 2,057,230 | 19.62 | 1,048,576 | 1,008,654 | |
| | ko | 2,152,632 | 20.53 | 1,048,575 | 1,104,057 | |
|
|
| 5-way **balanced** (19.1–20.5% per language). The wiki backbone is exactly |
| 1 MB/lang; the persona slice rounds-robins uniformly across languages, with ko / |
| fr running slightly larger because Hangul / accented characters cost more UTF-8 |
| bytes per glyph. No silent under-coverage — every language carries both surfaces. |
|
|
| ## dialogue fraction |
|
|
| - ~49.95% of bytes are multi-turn **dialogue** (persona × SNS, 3–8 turns each). |
| - ~50.05% is encyclopedic **wiki** prose (non-dialogue backbone). |
|
|
| ## philosophy (p2/p3/p4/p6 held) |
|
|
| - **NO injection in training text.** Persona is carried by VOICE only. Turn |
| structure is plain `<follower>: … / <persona_name>: …` continuation — NO |
| `[role:`, `[persona:`, `[character:` tags. `grep` of those tags over the |
| unified corpus = **0** (verified). |
| - Per-dialogue metadata (lang, persona_id, platform, scenario, n_turns) lives in |
| a SEPARATE `.meta.jsonl` sidecar, never interleaved into the training text. |
| - **NO synthetic assistant-RLHF padding (p6).** The persona lines are authored |
| archetype-voice templates, not cooperation/empathy fine-tuning. |
|
|
| ## honest scope (a_scale_honest_scope · a_lane_akida_gpu_split N/A) |
| |
| - The **wiki** part is REAL CC-BY-SA wikipedia text (provenance attributable). |
| - The **persona × SNS** part is **machine-authored multilingual templates** — a |
| COVERAGE corpus, **NOT native-collected** text. The en/fr/de/es lines are |
| authored translations/paraphrases of each archetype's voice (e.g. knight = |
| formal/archaic in every language; ice_queen = cold/sharp), not native-speaker |
| corpora. This is a deliberate coverage scaffold so the 5-lang model has a |
| consistent persona surface in every language; native-collected persona data |
| would be a stronger follow-on, not a claim made here. |
| - Why a fresh backbone (not `clm-backbone-5lang-sample`): that dataset is |
| ko/en/zh/ru/ja (mC4), off-axis for the en/fr/de/es/ko persona set, and its ko |
| C4 slice contains NSFW/spam web text. This corpus rebuilds a clean, on-axis |
| wiki backbone from `wikimedia/wikipedia` instead (completeness-bar re-design, |
| a_completeness_over_cheap). |
| |
| ## determinism / reproduction |
| |
| ``` |
| # 1. persona × SNS (5MB, seed 20260604 → identical sha on rerun) |
| python3 serving/persona_sns_corpus_5lang_gen.py --target-mb 5.0 \ |
| --out serving/corpus/persona_sns_corpus_5lang.txt |
|
|
| # 2. wiki backbone (1MB/lang, wikimedia/wikipedia 20231101 via datasets-server REST) |
| python3 serving/build_wiki_backbone_5lang.py \ |
| --out serving/corpus/wiki_backbone_5lang.txt --mb-per-lang 1.0 |
| |
| # 3. merge → unified (~50/50, deterministic block-interleave) |
| python3 serving/merge_corpus_5lang_unified.py |
| ``` |
| |
| - The persona generator is fully deterministic (fixed seed; re-run reproduces the |
| same sha256 — verified). The wiki backbone is deterministic modulo the pinned |
| upstream dataset revision (date 20231101). The merge is deterministic. |
| |
| ## roster (the 20 personas, archetype voice carried across all 5 langs) |
| |
| J-anime (0–9): school_idol · senpai · knight · sorceress · noir_detective · |
| horror_whisper · childhood_friend · demon_lord · childlike · stoic_mentor. |
| Korean-webtoon (10–19): ice_queen · chaebol_heir · pure_heroine · tsundere_oppa · |
| airhead_friend · charismatic_prez · thug_returnee · cold_heiress · gentle_oppa · |
| fallen_antagonist. Voice SSOT = `HEXAD/VOICE/anima-voice/rp_voice_profiles.hexa`. |
| |
| ## 16 scenarios × {Instagram, YouTube} |
| |
| 팬DM칭찬 · 위로 · 일상잡담 · 고민상담 · 셀카리액션 · 댓글답글 · 라이브Q&A · |
| 추천부탁 · 사과 · 축하 · 응원 · 질문답변 · 일상공유 · 팬아트반응 · 밤인사 · |
| 동기부여. Platforms: instagram_dm/comment/live_qna (~70%) · youtube_comment/ |
| community (~30%). |
| |
| ## files |
| |
| - `persona_sns_corpus_5lang_unified.txt` — the unified training text (HF only). |
| - `persona_sns_corpus_5lang.txt` / `.meta.jsonl` — persona part + metadata sidecar. |
| - `wiki_backbone_5lang.txt` — the clean wiki backbone. |
| - `persona_sns_corpus_5lang_unified.sample.txt` — 200-line sample head. |
| - generators: `serving/persona_sns_corpus_5lang_gen.py`, |
| `serving/build_wiki_backbone_5lang.py`, `serving/merge_corpus_5lang_unified.py`. |
| |
| ## cross-links |
| |
| - domains: `domains/CORPUS.md` (registry + coverage matrix) · `[[PERSONA]]` · |
| `[[SNS]]`. KOSMOS enrichment analysis: `domains/CORPUS-enrichment-analysis.md`. |
| - governance: a_hf_registry · a_hf_collections · a_kosmos · a_scale_honest_scope · |
| p2/p3/p4/p6 · a_completeness_over_cheap. |
| |
