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| { | |
| "schema_version": 1, | |
| "created_at": "2026-08-06T03:11:47.640376+00:00", | |
| "definition": "First place means rank 1 by both fertility and effective bits per byte among the successfully loaded, revision-pinned public comparison set.", | |
| "datasets": { | |
| "public_korean": { | |
| "id": "eduagarcia/multilingual_tokenizer_benchmark", | |
| "revision": "74fa5907af0265f42c09e21379bf21847e066990", | |
| "domains": [ | |
| "finance", | |
| "legal", | |
| "lyrics", | |
| "news", | |
| "social", | |
| "subtitles", | |
| "web", | |
| "wiki" | |
| ], | |
| "selection_role": "development evaluation", | |
| "text_examples_redistributed": false, | |
| "results": { | |
| "korbyte-128k": { | |
| "model_id": "dawncr0w/KorByte-128K", | |
| "revision": null, | |
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| "trillion-7b": { | |
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| "id": "HAERAE-HUB/KMMLU", | |
| "revision": "d61b3f19e552c576bf5960dd24289763edc36a88", | |
| "subjects": 45, | |
| "selection_role": "frozen post-selection audit; no algorithm changes followed", | |
| "text_examples_redistributed": false, | |
| "results": { | |
| "korbyte-128k": { | |
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| "error": "Exception: data did not match any variant of untagged enum ModelUntagged at line 770599 column 1" | |
| }, | |
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| } | |
| } | |
| } | |
| } | |
| }, | |
| "first_place_gate_passed": true, | |
| "comparison_coverage_gate_passed": true, | |
| "required_successful_systems": [ | |
| "ax-4.0", | |
| "hyperclovax", | |
| "k-exaone", | |
| "kanana-2", | |
| "korbyte-128k", | |
| "midm-2.0", | |
| "solar-pro3", | |
| "trillion-7b" | |
| ], | |
| "limitations": [ | |
| "Intrinsic tokenization metrics do not establish downstream model quality.", | |
| "The comparison set is broad and current but cannot prove a universal ranking.", | |
| "Thunder's public tokenizer uses an unsupported custom `Beta` model and is recorded as unavailable." | |
| ], | |
| "environment": { | |
| "platform": "macOS-26.5-arm64-arm-64bit", | |
| "processor": "arm", | |
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| "physical_memory_bytes": 51539607552, | |
| "packages": { | |
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| "rapidfuzz": "3.14.5", | |
| "tokenizers": "0.22.2", | |
| "transformers": "5.14.1" | |
| } | |
| } | |
| } | |