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Ronald Tse
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release: tha-g2p-base-1.0 (fp32, parity cer_delta 0.0pp on 1219 samples)
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‎models.yaml‎

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- {name: der_beam4, value: 17.46, source: rababa/docs/RESULTS.md#hebrew-diacritization}
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parity: {samples: 600, cer_delta: 0.0}
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license: BSD-3-Clause
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tha-g2p-base-1.0:
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task: g2p
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scripts: [Thai, IPA]
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precision: fp32
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filename: tha-g2p-base-1.0-fp32.zip
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parts:
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- url: https://github.com/interscript/ml-models/releases/download/tha-g2p-base-1.0/tha-g2p-base-1.0-fp32.zip.part-00
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sha256: c4525414e5dec91a54d055ca9f1acd51c198f81fbfc55977aa82c1fb038d58d7
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size: 1500000000
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- url: https://github.com/interscript/ml-models/releases/download/tha-g2p-base-1.0/tha-g2p-base-1.0-fp32.zip.part-01
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sha256: f5d11fbd75f92e8b5471add867418e2dd4f49a5e258b9ded2f3b5ffa630abe24
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size: 1281174343
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sha256: f341a5868867a9847d3f897d1fcc4d1d63b9a59b8913871bcf4ecab48f4fa895
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size: 2781174343
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metrics:
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- {name: per_teacher, value: 4.43, source: interscript/ml-models docs/RESULTS.md#tha-g2p-base-1.0}
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- {name: per_student, value: 9.19, source: interscript/ml-models docs/RESULTS.md#tha-g2p-base-1.0}
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parity: {samples: 1219, cer_delta: 0.0}
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license: BSD-3-Clause

‎models/tha-g2p-base/tha-g2p-base-1.0.metadata.yaml‎

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decoder: kv
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precision: fp32
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license: BSD-3-Clause
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trained_from: >-
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sequence-level KD from the B-K/umt5-thai-g2p-v2-0.5k teacher (4.43%
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PER on this harness; secryst's saved umt5 artifacts are unusable —
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transformers 5.15 dropped the untied lm_head — and the volume's
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epitran corpus is tone-less, so the published 2.32% tier is
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unrecoverable until secryst regenerates it); 48,757 beam-4
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teacher-generated labels; ByT5-base init google/byt5-base; checkpoint
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secryst-checkpoints:/secryst_thai_g2p_distill_small/run-004/best
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trained_from: sequence-level KD from the B-K/umt5-thai-g2p-v2-0.5k teacher (4.43%
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PER on this harness; secryst's saved umt5 artifacts are unusable — transformers
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5.15 dropped the untied lm_head — and the volume's epitran corpus is tone-less,
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so the published 2.32% tier is unrecoverable until secryst regenerates it); 48,757
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beam-4 teacher-generated labels; ByT5-base init google/byt5-base; checkpoint secryst-checkpoints:/secryst_thai_g2p_distill_small/run-004/best
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metrics:
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- name: per_teacher
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value: 4.43
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protocol: >-
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beam-4, corpus-level PER (total_ed/total_gold over chars of
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joined-piece decode); 1,219 Kaikki Thai test sentences;
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B-K/umt5-thai-g2p-v2-0.5k teacher
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source: interscript/ml-models docs/RESULTS.md#tha-g2p-base-1.0
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- name: per_student
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value: 9.19
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protocol: >-
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beam-4, corpus-level PER, same harness as the teacher; gate
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+4.76pp <= +5pp (docs/DISTILL-SOURCE-PROMPT.md); exact match 90.81%
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source: interscript/ml-models docs/RESULTS.md#tha-g2p-base-1.0
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- name: per_teacher
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value: 4.43
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protocol: beam-4, corpus-level PER (total_ed/total_gold over chars of joined-piece
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decode); 1,219 Kaikki Thai test sentences; B-K/umt5-thai-g2p-v2-0.5k teacher
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source: interscript/ml-models docs/RESULTS.md#tha-g2p-base-1.0
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- name: per_student
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value: 9.19
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protocol: beam-4, corpus-level PER, same harness as the teacher; gate +4.76pp <=
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+5pp (docs/DISTILL-SOURCE-PROMPT.md); exact match 90.81%
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source: interscript/ml-models docs/RESULTS.md#tha-g2p-base-1.0
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parity:
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samples: 1219
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cer_delta: 0.0
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sha256:
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decoder-kv.onnx: 357d5c50d7d6832fe7da9f76efb2e2dfdb2707e3abbb93be18a266f4b181b7bc
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decoder.onnx: f102db0e8957629f615f78669da6f9959015be07e1c2048185f24100492e98b2
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encoder.onnx: dcaa2fa2e87bc6892babfed859fecdf3f50c4326cf443b04dc8acc939fd523fe

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