QIME / validation.json
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Complete paper benchmark table and round displayed scores to two decimals
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{
"status": "passed",
"date": "2026-10-04",
"execution": "server GPU; pre-existing cached backbone; network disabled",
"method": "QIME-TF-MMR",
"num_questions": 8855,
"topk": 256,
"mmr_lambda": 0.7,
"backbone_revision": "963121bfb9c625475f65b08fb54990ce9c4e7a1a",
"questions_sha256": "79b00c0675cdf38a0a5de0bbae7c055a0c3072bf8a868ae362d739fe85ea5e74",
"native_source_sha256": "b5916b6b6e724ca7663917229f8d3979700b23ad3690a18bf2bd2607aac30e1c",
"smoke_input_count": 6,
"output_shape": [
6,
8855
],
"output_dtype": "float32",
"active_dimensions_per_text": [
256,
256,
256,
256,
256,
256
],
"native_comparison": {
"same_backbone_and_question_tensors": true,
"binary_disagreements": 0,
"mmr_selection_order_equal": true
},
"native_full_batch_selection_order_equal": true,
"chunked_batch_comparison": {
"batch_size": 2,
"binary_disagreements": 0
},
"synthetic_mmr_configurations_passed": 9,
"additional_checks": [
"single-string input",
"empty input",
"invalid input validation",
"question-bank tamper detection"
],
"versions": {
"torch": "2.6.0+cu124",
"sentence_transformers": "3.4.1",
"huggingface_hub": "0.36.0",
"numpy": "1.26.4"
},
"paper_benchmark_reproduction": "reproduced",
"paper_benchmark_reproduction_details": "benchmark_reproduction.json",
"paper_benchmark_completed_tasks": 12,
"paper_benchmark_total_tasks": 12,
"full_twelve_task_reproduction_complete": true,
"paper_benchmark_author_reported_completed_tasks": [
"MedrxivClusteringP2P",
"MedrxivClusteringS2S",
"ClusTREC-Covid"
]
}