[codex] add Chomsky SOTA2026 tokenizer artifacts - #22
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Summary
Adds the Chomsky SOTA 2026 tokenizer engineering artifacts to Slayer as an isolated benchmark package and static data mirror.
What changed
bench/chomsky_sota2026/with runnable scripts for synthetic morphology stress data, boundary/fertility/alignment evaluation, MorphBPE/SKMT-style constrained BPE, downstream smoke checks, and a neural char-level boundary tagger smoke run.bench/chomsky_sota2026/reports/.public/data/chomsky-sota2026/.Validation
Run from
bench/chomsky_sota2026/:python3 -m py_compile polish_morph_tokenizer.py polish_phoneme_tokenizer.py scripts/*.py python3 scripts/generate_synthetic_morph_examples.py --count 100 python3 scripts/run_morph_bpe.py --train data/morph_benchmark.json data/synthetic_morph_examples.json python3 scripts/run_downstream_smoke.py --train data/morph_benchmark.json data/synthetic_morph_examples.json python3 scripts/run_neural_segmenter.py --epochs 200 --train data/morph_benchmark.json data/synthetic_morph_examples.json /Users/kacper/Local/Ventures/chomsky/.venv/bin/python scripts/evaluate_morph_segmentation.py python3 scripts/export_sigmorphon_format.pyNotes
The neural and MorphBPE scripts are smoke implementations for engineering validation, not final SOTA claims. Synthetic examples are marked
verified=falseand are stress data, not manually verified gold.