{ "selection_set": "189 validation prompts; locked benchmark excluded", "screening_set": "first 50 frozen validation prompts; top 3 eligible by EER then WER", "metric_order": [ "english_eer", "cs_wer" ], "arabic_cer_guardrail": "overall validation Arabic CER <= 1.05 * E0 validation", "baseline_ar_cer": 0.36352085017904584, "candidates": [ { "checkpoint_sha256": "377ae2f8a9cfc949544e8eddd743fd3ddebce872bea6b10a14170d6ebd3a49b4", "english_eer": 0.37376237623762376, "cs_wer": 0.45872556118754526, "ar_cer": 0.3728774402217858, "candidate_index": 0.0 }, { "checkpoint_sha256": "558e2ab53e1b5450bcd1a1c30683a1b3e6be1234b7e198b74209f362693eaf92", "english_eer": 0.36386138613861385, "cs_wer": 0.4547429398986242, "ar_cer": 0.37229987293519695, "candidate_index": 1.0 }, { "checkpoint_sha256": "c3eac52f7456d78367d4bec8209ab5c7cd2876226c0a4dc6a4ffdc25993c08e4", "english_eer": 0.3712871287128713, "cs_wer": 0.4543808834178132, "ar_cer": 0.3772669515998614, "candidate_index": 2.0 } ], "selected_checkpoint_sha256": "558e2ab53e1b5450bcd1a1c30683a1b3e6be1234b7e198b74209f362693eaf92" }