gemma4-quant-regime-study / data /analysis_summary.json
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v1.0.1 public package + figures + paper PDF (DOI 10.5281/zenodo.21875513)
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{
"cells": {
"12B_PTQ_smoke": {
"n": 100,
"errored": 0,
"route_correctness": 0.88,
"preferred_match": 0.57,
"mean_latency_ms": 2954.5
},
"12B_PTQ_core500": {
"n": 500,
"errored": 0,
"route_correctness": 0.76,
"preferred_match": 0.544,
"mean_latency_ms": 2481.5
},
"12B_QAT_smoke": {
"n": 100,
"errored": 0,
"route_correctness": 0.86,
"preferred_match": 0.58,
"mean_latency_ms": 2888.0
},
"12B_QAT_core500": {
"n": 500,
"errored": 0,
"route_correctness": 0.748,
"preferred_match": 0.542,
"mean_latency_ms": 2626.3
},
"26B_PTQ_smoke": {
"n": 100,
"errored": 0,
"route_correctness": 0.83,
"preferred_match": 0.58,
"mean_latency_ms": 3739.4
},
"26B_PTQ_core500": {
"n": 500,
"errored": 0,
"route_correctness": 0.738,
"preferred_match": 0.54,
"mean_latency_ms": 3251.8
},
"26B_QAT_smoke": {
"n": 100,
"errored": 0,
"route_correctness": 0.86,
"preferred_match": 0.56,
"mean_latency_ms": 1862.5
},
"26B_QAT_core500": {
"n": 500,
"errored": 0,
"route_correctness": 0.756,
"preferred_match": 0.54,
"mean_latency_ms": 1613.4
}
},
"paired": {
"core500_12B": {
"qat_only": 1,
"ptq_only": 7,
"delta_rate": -0.012,
"mcnemar_p": 0.0703
},
"core500_26B": {
"qat_only": 15,
"ptq_only": 6,
"delta_rate": 0.018,
"mcnemar_p": 0.0784
},
"smoke_12B": {
"qat_only": 0,
"ptq_only": 2,
"delta_rate": -0.02,
"mcnemar_p": 0.5
},
"smoke_26B": {
"qat_only": 5,
"ptq_only": 2,
"delta_rate": 0.03,
"mcnemar_p": 0.4531
}
},
"interaction": {
"core500": {
"delta_of_deltas": 0.03,
"ci95_task_iid": [
0.008,
0.052
],
"ci95_stem_clustered": [
0.01,
0.052
],
"n_stems": 100,
"note": "positive = QAT helps 26B more than 12B; stem-clustered CI is primary (5x paraphrase dependence)"
}
},
"divergence": {
"core500_12B": {
"exact_match": 148,
"rate": 0.296,
"median_first_divergence_char": 73
},
"core500_26B": {
"exact_match": 116,
"rate": 0.232,
"median_first_divergence_char": 69
},
"smoke_12B": {
"exact_match": 32,
"rate": 0.32,
"median_first_divergence_char": 46
},
"smoke_26B": {
"exact_match": 27,
"rate": 0.27,
"median_first_divergence_char": 57
}
},
"repeats": {
"12B_PTQ_smoke": {
"exact_match": 100,
"n": 100
},
"12B_QAT_smoke": {
"exact_match": 100,
"n": 100
},
"26B_QAT_smoke": {
"exact_match": 100,
"n": 100
},
"26B_PTQ_smoke": {
"exact_match": 100,
"n": 100
}
}
}