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[Lane 4 · numerics] tokenizer.json parity — golden encode fixtures from Hugging Face tokenizers for the ModernBERT and mmBERT files

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Valutazione

Difficoltà
3/5
Tempo stimato
1-2 giorni
Idoneità per principianti
76/100
Tipo di issue
Funzionalità
Chiarezza
Specificata chiaramente
Stato di attività
Attiva
Stack tecnologico
python
Ambito
machine-learning, testing

Direzione di ricerca

Create scripts/tokenizer_goldens.py; use the five reference texts from #1321 and the listed edge cases, then generate goldens for both Laya tokenizer paths at the specified revision. Start by checking #1321 for its five expected rows and the Qwen fixture test header for the command and pip pin format. Done means deterministic JSON outputs with source SHA-256 and tokenizers version committed under the stated resources directory.

Scritto dal modello di indicizzazione a partire dal testo della issue.

Descrizione

coding good first issue size:xs skill:numerics sub-issue

Sub-issue of #1321 (HF tokenizer.json parity for BPE encoders).

Lane: 4 · Ground truth / CI
Skill needed: Python (tokenizers, huggingface_hub). No Kotlin, no SKaiNET knowledge.
Size: xs–s (an hour or two)
Blocked by: nothing

What to do

  1. Write scripts/tokenizer_goldens.py (new file) that, given a Hub repo id, a revision and a path to a tokenizer.json, downloads the file, computes its SHA-256, and encodes a fixed list of texts with Tokenizer.from_file(...).encode(text, add_special_tokens=False). Output one JSON per tokenizer: 
    {"repo": "convaiinnovations/laya", "revision": "7b928d82…", "path": "tokenizer/tokenizer.json",
 "sha256": "…", "tokenizers_version": "0.23.3", "vocab_size_with_added": 50368,
 "cases": [{"text": "Bitte die doppelte Rechnung prüfen.", "ids": [12871, 442, …], "tokens": ["Bit", "te", …]}]}
  2. Texts: the five fixture texts from #1321 plus ~15 more that each target one feature — a lone special token (<|endoftext|>, <bos>), a non-special added token, tabs and newlines, a run of 24 spaces (ModernBERT has an added token for it), CJK, Arabic, an emoji with skin-tone modifier, decomposed vs composed accents, digits (1234567890), the empty string, a single space.
  3. Generate goldens for both Laya files: tokenizer/tokenizer.json and multilingual/tokenizer/tokenizer.json at revision 7b928d828b7b0e022f929d9bd2e44165aa270148 of https://huggingface.co/convaiinnovations/laya (Apache-2.0).
  4. Commit the two JSON files under skainet-io/skainet-io-core/src/jvmTest/resources/tokenizer-goldens/ (they are a few KB; the tokenizer files themselves are not committed — the Kotlin lane downloads them like the existing Qwen fixtures).
  5. Put the exact command line and the pip pin in the script header, in the style of the header comment of QwenByteLevelBpeTokenizerFixtureTest.kt.

Acceptance

  • Script reproduces the five reference rows quoted in #1321 byte-for-byte
  • Two golden JSON files committed, each with sha256 of the source tokenizer.json and the tokenizers version
  • Running the script twice gives identical output (deterministic ordering)
  • Result reported back on #1321

Notes

Keep the script free of SKaiNET-specific logic so the sibling repository (SKaiNET-transformers) can reuse it for its own model families. If a text makes tokenizers itself warn or behave oddly, keep the text and note it in the JSON ("note" field) — surprising oracle behaviour is exactly what the Kotlin side must match.

Lingua principale
Kotlin
Stelle
52
Fork
15
Merge medio
1g 15h
PR unite (30g)
36

Preparare l'ambiente

Come iniziare

  1. Leggi tutta la issue e poi la guida ai contributi del progetto.
  2. Commenta sulla issue per dire che te ne occupi tu — evita che due persone facciano lo stesso lavoro.
  3. Fai un fork del repository e lavora su un branch.
  4. Apri una pull request che faccia riferimento al numero della issue.

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