AstheralDataset / quality_report.json
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Repair dataset text, translation alignment and failed coding examples
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{
"source_revision": "8a36f2f8aa9f6cb2a64086f2b9de9f8327da32fd",
"before": {
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"default/validation": 250,
"default/test": 250,
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},
"after": {
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"default/validation": 104,
"default/test": 100,
"original/train": 8303,
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"original/test": 455
},
"rows_before": 15032,
"rows_after": 11289,
"normalization_changes": {
"target_text": 161,
"source_text": 104,
"response": 692
},
"initial_filter_counts": {
"default:incomplete_source_sentence": 354,
"default:source_not_confident_English": 366,
"default:target_language_mismatch": 446,
"default:fragment": 226,
"default:numeric_misalignment": 177,
"default:length_misalignment": 11,
"original:unsupported_generalization_in_fact_exercise": 38,
"original:unfinished_or_fragmentary_story": 5,
"original:sentence_count": 7
},
"semantic_alignment_threshold": 0.82,
"semantic_rows_removed": 1355,
"alignment_model": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2",
"alignment_runtime": {
"model": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2",
"revision": "e8f8c211226b894fcb81acc59f3b34ba3efd5f42",
"runtime": "ONNX Runtime CPU, portable AVX2 UINT8",
"file": "onnx/model_quint8_avx2.onnx",
"max_tokens": 128,
"records": 3420,
"elapsed_seconds": 225.57434943700355
},
"normalized_text_values_unique": 22578,
"ids_unique": 11289,
"code_functional_checks": {
"tested_records": 1869,
"passed": 1086,
"unsupported": 25,
"failed": 758,
"test_method": "Task-specific functional fixtures in restricted child processes with CPU, memory and wall-time limits"
},
"article_repairs": 962,
"split_membership_preserved": true,
"parquet_roundtrips_passed": true
}