decode sweep
Browse files
edit-qwen3.5-2b/decode_sweep/sweep.json
ADDED
|
@@ -0,0 +1,863 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"validation": {
|
| 3 |
+
"p_none_auc": 0.7889476778365667,
|
| 4 |
+
"mean_p_none_with_edit": 0.5160003902893218,
|
| 5 |
+
"mean_p_none_without_edit": 0.6349248286382652,
|
| 6 |
+
"by_threshold": {
|
| 7 |
+
"0.0": {
|
| 8 |
+
"windows": 144,
|
| 9 |
+
"edit_precision": 0.0,
|
| 10 |
+
"edit_recall": 0.0,
|
| 11 |
+
"window_exact_match": 0.5555555555555556,
|
| 12 |
+
"rejected_lines": 1,
|
| 13 |
+
"predicted_edits": 2,
|
| 14 |
+
"gold_edits": 96
|
| 15 |
+
},
|
| 16 |
+
"0.5": {
|
| 17 |
+
"windows": 144,
|
| 18 |
+
"edit_precision": 0.0,
|
| 19 |
+
"edit_recall": 0.0,
|
| 20 |
+
"window_exact_match": 0.4930555555555556,
|
| 21 |
+
"rejected_lines": 4,
|
| 22 |
+
"predicted_edits": 37,
|
| 23 |
+
"gold_edits": 96
|
| 24 |
+
},
|
| 25 |
+
"0.6": {
|
| 26 |
+
"windows": 144,
|
| 27 |
+
"edit_precision": 0.0,
|
| 28 |
+
"edit_recall": 0.0,
|
| 29 |
+
"window_exact_match": 0.4097222222222222,
|
| 30 |
+
"rejected_lines": 13,
|
| 31 |
+
"predicted_edits": 64,
|
| 32 |
+
"gold_edits": 96
|
| 33 |
+
},
|
| 34 |
+
"0.7": {
|
| 35 |
+
"windows": 144,
|
| 36 |
+
"edit_precision": 0.0,
|
| 37 |
+
"edit_recall": 0.0,
|
| 38 |
+
"window_exact_match": 0.2361111111111111,
|
| 39 |
+
"rejected_lines": 24,
|
| 40 |
+
"predicted_edits": 93,
|
| 41 |
+
"gold_edits": 96
|
| 42 |
+
},
|
| 43 |
+
"0.8": {
|
| 44 |
+
"windows": 144,
|
| 45 |
+
"edit_precision": 0.0,
|
| 46 |
+
"edit_recall": 0.0,
|
| 47 |
+
"window_exact_match": 0.14583333333333334,
|
| 48 |
+
"rejected_lines": 29,
|
| 49 |
+
"predicted_edits": 109,
|
| 50 |
+
"gold_edits": 96
|
| 51 |
+
},
|
| 52 |
+
"0.9": {
|
| 53 |
+
"windows": 144,
|
| 54 |
+
"edit_precision": 0.0,
|
| 55 |
+
"edit_recall": 0.0,
|
| 56 |
+
"window_exact_match": 0.13194444444444445,
|
| 57 |
+
"rejected_lines": 33,
|
| 58 |
+
"predicted_edits": 111,
|
| 59 |
+
"gold_edits": 96
|
| 60 |
+
},
|
| 61 |
+
"0.95": {
|
| 62 |
+
"windows": 144,
|
| 63 |
+
"edit_precision": 0.0,
|
| 64 |
+
"edit_recall": 0.0,
|
| 65 |
+
"window_exact_match": 0.13194444444444445,
|
| 66 |
+
"rejected_lines": 33,
|
| 67 |
+
"predicted_edits": 111,
|
| 68 |
+
"gold_edits": 96
|
| 69 |
+
},
|
| 70 |
+
"0.98": {
|
| 71 |
+
"windows": 144,
|
| 72 |
+
"edit_precision": 0.0,
|
| 73 |
+
"edit_recall": 0.0,
|
| 74 |
+
"window_exact_match": 0.13194444444444445,
|
| 75 |
+
"rejected_lines": 33,
|
| 76 |
+
"predicted_edits": 111,
|
| 77 |
+
"gold_edits": 96
|
| 78 |
+
},
|
| 79 |
+
"0.99": {
|
| 80 |
+
"windows": 144,
|
| 81 |
+
"edit_precision": 0.0,
|
| 82 |
+
"edit_recall": 0.0,
|
| 83 |
+
"window_exact_match": 0.13194444444444445,
|
| 84 |
+
"rejected_lines": 33,
|
| 85 |
+
"predicted_edits": 111,
|
| 86 |
+
"gold_edits": 96
|
| 87 |
+
}
|
| 88 |
+
}
|
| 89 |
+
},
|
| 90 |
+
"test": {
|
| 91 |
+
"transcripts": 300,
|
| 92 |
+
"windows": 1963,
|
| 93 |
+
"by_threshold": {
|
| 94 |
+
"0.0": {
|
| 95 |
+
"main": {
|
| 96 |
+
"n_examples": 300,
|
| 97 |
+
"wer": 0.1966254624199224,
|
| 98 |
+
"wer_zwnj_normalized": 0.18451682757376162,
|
| 99 |
+
"exact_match": 0.0033333333333333335,
|
| 100 |
+
"hallucination_rate": 0.0,
|
| 101 |
+
"rows_changed": 0.6833333333333333,
|
| 102 |
+
"fix_rate": 0.052719092331768386,
|
| 103 |
+
"preservation_rate": 0.9997344604014073,
|
| 104 |
+
"targeted_score": 0.5262267763665879,
|
| 105 |
+
"fix_rate_lenient": 0.05560675883256529,
|
| 106 |
+
"preservation_rate_lenient": 0.9996691371095818,
|
| 107 |
+
"targeted_score_lenient": 0.5276379479710736,
|
| 108 |
+
"fixed_lenient": 543,
|
| 109 |
+
"broken_lenient": 15,
|
| 110 |
+
"net_fixed_lenient": 528,
|
| 111 |
+
"broken_per_100_correct": 0.03308628904182107,
|
| 112 |
+
"fix_rate_recoverable": 0.05654668753260302,
|
| 113 |
+
"unrecoverable_targets": 180,
|
| 114 |
+
"entity_fix_rate": 0.0,
|
| 115 |
+
"entity_keep_rate": 1.0,
|
| 116 |
+
"entity_spans_whisper_wrong": 2,
|
| 117 |
+
"entity_spans_whisper_right": 14,
|
| 118 |
+
"model_edits": 5
|
| 119 |
+
},
|
| 120 |
+
"entity": {
|
| 121 |
+
"n_examples": 145,
|
| 122 |
+
"wer": 0.1965140984551118,
|
| 123 |
+
"wer_zwnj_normalized": 0.1845943318088516,
|
| 124 |
+
"exact_match": 0.006896551724137931,
|
| 125 |
+
"hallucination_rate": 0.0,
|
| 126 |
+
"rows_changed": 0.7310344827586207,
|
| 127 |
+
"fix_rate": 0.05367675973259929,
|
| 128 |
+
"preservation_rate": 0.99969139884495,
|
| 129 |
+
"targeted_score": 0.5266840792887746,
|
| 130 |
+
"fix_rate_lenient": 0.05730659025787966,
|
| 131 |
+
"preservation_rate_lenient": 0.9997360665112391,
|
| 132 |
+
"targeted_score_lenient": 0.5285213283845595,
|
| 133 |
+
"fixed_lenient": 280,
|
| 134 |
+
"broken_lenient": 6,
|
| 135 |
+
"net_fixed_lenient": 274,
|
| 136 |
+
"broken_per_100_correct": 0.026393348876083227,
|
| 137 |
+
"fix_rate_recoverable": 0.05810079133694294,
|
| 138 |
+
"unrecoverable_targets": 84,
|
| 139 |
+
"entity_fix_rate": 0.0,
|
| 140 |
+
"entity_keep_rate": 1.0,
|
| 141 |
+
"entity_spans_whisper_wrong": 2,
|
| 142 |
+
"entity_spans_whisper_right": 14,
|
| 143 |
+
"model_edits": 3
|
| 144 |
+
},
|
| 145 |
+
"typo": {
|
| 146 |
+
"n_examples": 45,
|
| 147 |
+
"wer": 0.1501865671641791,
|
| 148 |
+
"wer_zwnj_normalized": 0.1369402985074627,
|
| 149 |
+
"exact_match": 0.0,
|
| 150 |
+
"hallucination_rate": 0.0,
|
| 151 |
+
"rows_changed": 0.4666666666666667,
|
| 152 |
+
"fix_rate": 0.07178217821782178,
|
| 153 |
+
"preservation_rate": 1.0,
|
| 154 |
+
"targeted_score": 0.5358910891089109,
|
| 155 |
+
"fix_rate_lenient": 0.077733860342556,
|
| 156 |
+
"preservation_rate_lenient": 1.0,
|
| 157 |
+
"targeted_score_lenient": 0.538866930171278,
|
| 158 |
+
"fixed_lenient": 59,
|
| 159 |
+
"broken_lenient": 0,
|
| 160 |
+
"net_fixed_lenient": 59,
|
| 161 |
+
"broken_per_100_correct": 0.0,
|
| 162 |
+
"fix_rate_recoverable": 0.07835325365205843,
|
| 163 |
+
"unrecoverable_targets": 6,
|
| 164 |
+
"entity_fix_rate": 0.0,
|
| 165 |
+
"entity_keep_rate": 1.0,
|
| 166 |
+
"entity_spans_whisper_wrong": 1,
|
| 167 |
+
"entity_spans_whisper_right": 4,
|
| 168 |
+
"model_edits": 0
|
| 169 |
+
}
|
| 170 |
+
},
|
| 171 |
+
"0.5": {
|
| 172 |
+
"main": {
|
| 173 |
+
"n_examples": 300,
|
| 174 |
+
"wer": 0.19727510601822612,
|
| 175 |
+
"wer_zwnj_normalized": 0.1852025624830822,
|
| 176 |
+
"exact_match": 0.0033333333333333335,
|
| 177 |
+
"hallucination_rate": 0.0,
|
| 178 |
+
"rows_changed": 0.7633333333333333,
|
| 179 |
+
"fix_rate": 0.05506651017214397,
|
| 180 |
+
"preservation_rate": 0.9984288907083269,
|
| 181 |
+
"targeted_score": 0.5267477004402354,
|
| 182 |
+
"fix_rate_lenient": 0.0579621095750128,
|
| 183 |
+
"preservation_rate_lenient": 0.9983677430739368,
|
| 184 |
+
"targeted_score_lenient": 0.5281649263244748,
|
| 185 |
+
"fixed_lenient": 566,
|
| 186 |
+
"broken_lenient": 74,
|
| 187 |
+
"net_fixed_lenient": 492,
|
| 188 |
+
"broken_per_100_correct": 0.16322569260631728,
|
| 189 |
+
"fix_rate_recoverable": 0.05894627021387585,
|
| 190 |
+
"unrecoverable_targets": 180,
|
| 191 |
+
"entity_fix_rate": 0.0,
|
| 192 |
+
"entity_keep_rate": 1.0,
|
| 193 |
+
"entity_spans_whisper_wrong": 2,
|
| 194 |
+
"entity_spans_whisper_right": 14,
|
| 195 |
+
"model_edits": 162
|
| 196 |
+
},
|
| 197 |
+
"entity": {
|
| 198 |
+
"n_examples": 145,
|
| 199 |
+
"wer": 0.19748640570420253,
|
| 200 |
+
"wer_zwnj_normalized": 0.18556663905794232,
|
| 201 |
+
"exact_match": 0.006896551724137931,
|
| 202 |
+
"hallucination_rate": 0.0,
|
| 203 |
+
"rows_changed": 0.7931034482758621,
|
| 204 |
+
"fix_rate": 0.05524970507274872,
|
| 205 |
+
"preservation_rate": 0.9982365648282855,
|
| 206 |
+
"targeted_score": 0.5267431349505171,
|
| 207 |
+
"fix_rate_lenient": 0.05873925501432665,
|
| 208 |
+
"preservation_rate_lenient": 0.9982844323230546,
|
| 209 |
+
"targeted_score_lenient": 0.5285118436686906,
|
| 210 |
+
"fixed_lenient": 287,
|
| 211 |
+
"broken_lenient": 39,
|
| 212 |
+
"net_fixed_lenient": 248,
|
| 213 |
+
"broken_per_100_correct": 0.17155676769454098,
|
| 214 |
+
"fix_rate_recoverable": 0.059558517284464804,
|
| 215 |
+
"unrecoverable_targets": 84,
|
| 216 |
+
"entity_fix_rate": 0.0,
|
| 217 |
+
"entity_keep_rate": 1.0,
|
| 218 |
+
"entity_spans_whisper_wrong": 2,
|
| 219 |
+
"entity_spans_whisper_right": 14,
|
| 220 |
+
"model_edits": 84
|
| 221 |
+
},
|
| 222 |
+
"typo": {
|
| 223 |
+
"n_examples": 45,
|
| 224 |
+
"wer": 0.15205223880597016,
|
| 225 |
+
"wer_zwnj_normalized": 0.13880597014925372,
|
| 226 |
+
"exact_match": 0.0,
|
| 227 |
+
"hallucination_rate": 0.0,
|
| 228 |
+
"rows_changed": 0.5777777777777777,
|
| 229 |
+
"fix_rate": 0.07301980198019802,
|
| 230 |
+
"preservation_rate": 0.9975834797891037,
|
| 231 |
+
"targeted_score": 0.5353016408846508,
|
| 232 |
+
"fix_rate_lenient": 0.07905138339920949,
|
| 233 |
+
"preservation_rate_lenient": 0.9975893052816129,
|
| 234 |
+
"targeted_score_lenient": 0.5383203443404112,
|
| 235 |
+
"fixed_lenient": 60,
|
| 236 |
+
"broken_lenient": 11,
|
| 237 |
+
"net_fixed_lenient": 49,
|
| 238 |
+
"broken_per_100_correct": 0.24106947183870261,
|
| 239 |
+
"fix_rate_recoverable": 0.0796812749003984,
|
| 240 |
+
"unrecoverable_targets": 6,
|
| 241 |
+
"entity_fix_rate": 0.0,
|
| 242 |
+
"entity_keep_rate": 1.0,
|
| 243 |
+
"entity_spans_whisper_wrong": 1,
|
| 244 |
+
"entity_spans_whisper_right": 4,
|
| 245 |
+
"model_edits": 13
|
| 246 |
+
}
|
| 247 |
+
},
|
| 248 |
+
"0.6": {
|
| 249 |
+
"main": {
|
| 250 |
+
"n_examples": 300,
|
| 251 |
+
"wer": 0.1992059911576288,
|
| 252 |
+
"wer_zwnj_normalized": 0.18722367590002706,
|
| 253 |
+
"exact_match": 0.0033333333333333335,
|
| 254 |
+
"hallucination_rate": 0.0,
|
| 255 |
+
"rows_changed": 0.8466666666666667,
|
| 256 |
+
"fix_rate": 0.05888106416275431,
|
| 257 |
+
"preservation_rate": 0.9952202872253325,
|
| 258 |
+
"targeted_score": 0.5270506756940434,
|
| 259 |
+
"fix_rate_lenient": 0.06175115207373272,
|
| 260 |
+
"preservation_rate_lenient": 0.9951032292218105,
|
| 261 |
+
"targeted_score_lenient": 0.5284271906477715,
|
| 262 |
+
"fixed_lenient": 603,
|
| 263 |
+
"broken_lenient": 222,
|
| 264 |
+
"net_fixed_lenient": 381,
|
| 265 |
+
"broken_per_100_correct": 0.4896770778189518,
|
| 266 |
+
"fix_rate_recoverable": 0.06280646844027125,
|
| 267 |
+
"unrecoverable_targets": 180,
|
| 268 |
+
"entity_fix_rate": 0.0,
|
| 269 |
+
"entity_keep_rate": 1.0,
|
| 270 |
+
"entity_spans_whisper_wrong": 2,
|
| 271 |
+
"entity_spans_whisper_right": 14,
|
| 272 |
+
"model_edits": 447
|
| 273 |
+
},
|
| 274 |
+
"entity": {
|
| 275 |
+
"n_examples": 145,
|
| 276 |
+
"wer": 0.19907090640642444,
|
| 277 |
+
"wer_zwnj_normalized": 0.18718715113976017,
|
| 278 |
+
"exact_match": 0.006896551724137931,
|
| 279 |
+
"hallucination_rate": 0.0,
|
| 280 |
+
"rows_changed": 0.8827586206896552,
|
| 281 |
+
"fix_rate": 0.05859221392056626,
|
| 282 |
+
"preservation_rate": 0.9954591544328352,
|
| 283 |
+
"targeted_score": 0.5270256841767007,
|
| 284 |
+
"fix_rate_lenient": 0.06180925092099877,
|
| 285 |
+
"preservation_rate_lenient": 0.995337175031892,
|
| 286 |
+
"targeted_score_lenient": 0.5285732129764454,
|
| 287 |
+
"fixed_lenient": 302,
|
| 288 |
+
"broken_lenient": 106,
|
| 289 |
+
"net_fixed_lenient": 196,
|
| 290 |
+
"broken_per_100_correct": 0.4662824968108037,
|
| 291 |
+
"fix_rate_recoverable": 0.06268221574344024,
|
| 292 |
+
"unrecoverable_targets": 84,
|
| 293 |
+
"entity_fix_rate": 0.0,
|
| 294 |
+
"entity_keep_rate": 1.0,
|
| 295 |
+
"entity_spans_whisper_wrong": 2,
|
| 296 |
+
"entity_spans_whisper_right": 14,
|
| 297 |
+
"model_edits": 225
|
| 298 |
+
},
|
| 299 |
+
"typo": {
|
| 300 |
+
"n_examples": 45,
|
| 301 |
+
"wer": 0.1541044776119403,
|
| 302 |
+
"wer_zwnj_normalized": 0.14085820895522388,
|
| 303 |
+
"exact_match": 0.0,
|
| 304 |
+
"hallucination_rate": 0.0,
|
| 305 |
+
"rows_changed": 0.6666666666666666,
|
| 306 |
+
"fix_rate": 0.07549504950495049,
|
| 307 |
+
"preservation_rate": 0.9951669595782073,
|
| 308 |
+
"targeted_score": 0.5353310045415789,
|
| 309 |
+
"fix_rate_lenient": 0.08168642951251646,
|
| 310 |
+
"preservation_rate_lenient": 0.995178610563226,
|
| 311 |
+
"targeted_score_lenient": 0.5384325200378712,
|
| 312 |
+
"fixed_lenient": 62,
|
| 313 |
+
"broken_lenient": 22,
|
| 314 |
+
"net_fixed_lenient": 40,
|
| 315 |
+
"broken_per_100_correct": 0.48213894367740523,
|
| 316 |
+
"fix_rate_recoverable": 0.08233731739707835,
|
| 317 |
+
"unrecoverable_targets": 6,
|
| 318 |
+
"entity_fix_rate": 0.0,
|
| 319 |
+
"entity_keep_rate": 1.0,
|
| 320 |
+
"entity_spans_whisper_wrong": 1,
|
| 321 |
+
"entity_spans_whisper_right": 4,
|
| 322 |
+
"model_edits": 31
|
| 323 |
+
}
|
| 324 |
+
},
|
| 325 |
+
"0.7": {
|
| 326 |
+
"main": {
|
| 327 |
+
"n_examples": 300,
|
| 328 |
+
"wer": 0.20517910313092122,
|
| 329 |
+
"wer_zwnj_normalized": 0.19326897049535324,
|
| 330 |
+
"exact_match": 0.0033333333333333335,
|
| 331 |
+
"hallucination_rate": 0.0,
|
| 332 |
+
"rows_changed": 0.9266666666666666,
|
| 333 |
+
"fix_rate": 0.061130672926447575,
|
| 334 |
+
"preservation_rate": 0.9876524086654422,
|
| 335 |
+
"targeted_score": 0.5243915407959449,
|
| 336 |
+
"fix_rate_lenient": 0.06328725038402458,
|
| 337 |
+
"preservation_rate_lenient": 0.9875154402682195,
|
| 338 |
+
"targeted_score_lenient": 0.525401345326122,
|
| 339 |
+
"fixed_lenient": 618,
|
| 340 |
+
"broken_lenient": 566,
|
| 341 |
+
"net_fixed_lenient": 52,
|
| 342 |
+
"broken_per_100_correct": 1.2484559731780482,
|
| 343 |
+
"fix_rate_recoverable": 0.06437141366718832,
|
| 344 |
+
"unrecoverable_targets": 180,
|
| 345 |
+
"entity_fix_rate": 0.0,
|
| 346 |
+
"entity_keep_rate": 1.0,
|
| 347 |
+
"entity_spans_whisper_wrong": 2,
|
| 348 |
+
"entity_spans_whisper_right": 14,
|
| 349 |
+
"model_edits": 884
|
| 350 |
+
},
|
| 351 |
+
"entity": {
|
| 352 |
+
"n_examples": 145,
|
| 353 |
+
"wer": 0.20461665886420108,
|
| 354 |
+
"wer_zwnj_normalized": 0.19280492635672872,
|
| 355 |
+
"exact_match": 0.006896551724137931,
|
| 356 |
+
"hallucination_rate": 0.0,
|
| 357 |
+
"rows_changed": 0.9517241379310345,
|
| 358 |
+
"fix_rate": 0.06154148643334644,
|
| 359 |
+
"preservation_rate": 0.9882731561080986,
|
| 360 |
+
"targeted_score": 0.5249073212707225,
|
| 361 |
+
"fix_rate_lenient": 0.06385591485878019,
|
| 362 |
+
"preservation_rate_lenient": 0.9882989486649364,
|
| 363 |
+
"targeted_score_lenient": 0.5260774317618583,
|
| 364 |
+
"fixed_lenient": 312,
|
| 365 |
+
"broken_lenient": 266,
|
| 366 |
+
"net_fixed_lenient": 46,
|
| 367 |
+
"broken_per_100_correct": 1.1701051335063564,
|
| 368 |
+
"fix_rate_recoverable": 0.06476468138275718,
|
| 369 |
+
"unrecoverable_targets": 84,
|
| 370 |
+
"entity_fix_rate": 0.0,
|
| 371 |
+
"entity_keep_rate": 1.0,
|
| 372 |
+
"entity_spans_whisper_wrong": 2,
|
| 373 |
+
"entity_spans_whisper_right": 14,
|
| 374 |
+
"model_edits": 438
|
| 375 |
+
},
|
| 376 |
+
"typo": {
|
| 377 |
+
"n_examples": 45,
|
| 378 |
+
"wer": 0.16026119402985076,
|
| 379 |
+
"wer_zwnj_normalized": 0.14682835820895523,
|
| 380 |
+
"exact_match": 0.0,
|
| 381 |
+
"hallucination_rate": 0.0,
|
| 382 |
+
"rows_changed": 0.8444444444444444,
|
| 383 |
+
"fix_rate": 0.07797029702970297,
|
| 384 |
+
"preservation_rate": 0.9876977152899824,
|
| 385 |
+
"targeted_score": 0.5328340061598427,
|
| 386 |
+
"fix_rate_lenient": 0.08432147562582346,
|
| 387 |
+
"preservation_rate_lenient": 0.987727372342757,
|
| 388 |
+
"targeted_score_lenient": 0.5360244239842902,
|
| 389 |
+
"fixed_lenient": 64,
|
| 390 |
+
"broken_lenient": 56,
|
| 391 |
+
"net_fixed_lenient": 8,
|
| 392 |
+
"broken_per_100_correct": 1.2272627657243043,
|
| 393 |
+
"fix_rate_recoverable": 0.0849933598937583,
|
| 394 |
+
"unrecoverable_targets": 6,
|
| 395 |
+
"entity_fix_rate": 0.0,
|
| 396 |
+
"entity_keep_rate": 1.0,
|
| 397 |
+
"entity_spans_whisper_wrong": 1,
|
| 398 |
+
"entity_spans_whisper_right": 4,
|
| 399 |
+
"model_edits": 71
|
| 400 |
+
}
|
| 401 |
+
},
|
| 402 |
+
"0.8": {
|
| 403 |
+
"main": {
|
| 404 |
+
"n_examples": 300,
|
| 405 |
+
"wer": 0.20768744924659388,
|
| 406 |
+
"wer_zwnj_normalized": 0.19583145357755122,
|
| 407 |
+
"exact_match": 0.0033333333333333335,
|
| 408 |
+
"hallucination_rate": 0.0,
|
| 409 |
+
"rows_changed": 0.9566666666666667,
|
| 410 |
+
"fix_rate": 0.06122848200312989,
|
| 411 |
+
"preservation_rate": 0.9845987032816269,
|
| 412 |
+
"targeted_score": 0.5229135926423784,
|
| 413 |
+
"fix_rate_lenient": 0.06338965693804403,
|
| 414 |
+
"preservation_rate_lenient": 0.984471501676372,
|
| 415 |
+
"targeted_score_lenient": 0.523930579307208,
|
| 416 |
+
"fixed_lenient": 619,
|
| 417 |
+
"broken_lenient": 704,
|
| 418 |
+
"net_fixed_lenient": -85,
|
| 419 |
+
"broken_per_100_correct": 1.5528498323628022,
|
| 420 |
+
"fix_rate_recoverable": 0.06447574334898279,
|
| 421 |
+
"unrecoverable_targets": 180,
|
| 422 |
+
"entity_fix_rate": 0.0,
|
| 423 |
+
"entity_keep_rate": 1.0,
|
| 424 |
+
"entity_spans_whisper_wrong": 2,
|
| 425 |
+
"entity_spans_whisper_right": 14,
|
| 426 |
+
"model_edits": 1036
|
| 427 |
+
},
|
| 428 |
+
"entity": {
|
| 429 |
+
"n_examples": 145,
|
| 430 |
+
"wer": 0.2073175123338975,
|
| 431 |
+
"wer_zwnj_normalized": 0.19557780258561705,
|
| 432 |
+
"exact_match": 0.006896551724137931,
|
| 433 |
+
"hallucination_rate": 0.0,
|
| 434 |
+
"rows_changed": 0.9793103448275862,
|
| 435 |
+
"fix_rate": 0.0609516319307904,
|
| 436 |
+
"preservation_rate": 0.9850989727990125,
|
| 437 |
+
"targeted_score": 0.5230253023649014,
|
| 438 |
+
"fix_rate_lenient": 0.06324191567744576,
|
| 439 |
+
"preservation_rate_lenient": 0.985087757885013,
|
| 440 |
+
"targeted_score_lenient": 0.5241648367812294,
|
| 441 |
+
"fixed_lenient": 309,
|
| 442 |
+
"broken_lenient": 339,
|
| 443 |
+
"net_fixed_lenient": -30,
|
| 444 |
+
"broken_per_100_correct": 1.4912242114987024,
|
| 445 |
+
"fix_rate_recoverable": 0.0641399416909621,
|
| 446 |
+
"unrecoverable_targets": 84,
|
| 447 |
+
"entity_fix_rate": 0.0,
|
| 448 |
+
"entity_keep_rate": 1.0,
|
| 449 |
+
"entity_spans_whisper_wrong": 2,
|
| 450 |
+
"entity_spans_whisper_right": 14,
|
| 451 |
+
"model_edits": 516
|
| 452 |
+
},
|
| 453 |
+
"typo": {
|
| 454 |
+
"n_examples": 45,
|
| 455 |
+
"wer": 0.16399253731343283,
|
| 456 |
+
"wer_zwnj_normalized": 0.1505597014925373,
|
| 457 |
+
"exact_match": 0.0,
|
| 458 |
+
"hallucination_rate": 0.0,
|
| 459 |
+
"rows_changed": 0.8888888888888888,
|
| 460 |
+
"fix_rate": 0.07797029702970297,
|
| 461 |
+
"preservation_rate": 0.9835237258347979,
|
| 462 |
+
"targeted_score": 0.5307470114322504,
|
| 463 |
+
"fix_rate_lenient": 0.08432147562582346,
|
| 464 |
+
"preservation_rate_lenient": 0.9835634451019066,
|
| 465 |
+
"targeted_score_lenient": 0.5339424603638651,
|
| 466 |
+
"fixed_lenient": 64,
|
| 467 |
+
"broken_lenient": 75,
|
| 468 |
+
"net_fixed_lenient": -11,
|
| 469 |
+
"broken_per_100_correct": 1.643655489809336,
|
| 470 |
+
"fix_rate_recoverable": 0.0849933598937583,
|
| 471 |
+
"unrecoverable_targets": 6,
|
| 472 |
+
"entity_fix_rate": 0.0,
|
| 473 |
+
"entity_keep_rate": 1.0,
|
| 474 |
+
"entity_spans_whisper_wrong": 1,
|
| 475 |
+
"entity_spans_whisper_right": 4,
|
| 476 |
+
"model_edits": 91
|
| 477 |
+
}
|
| 478 |
+
},
|
| 479 |
+
"0.9": {
|
| 480 |
+
"main": {
|
| 481 |
+
"n_examples": 300,
|
| 482 |
+
"wer": 0.2077415862131192,
|
| 483 |
+
"wer_zwnj_normalized": 0.1958855905440765,
|
| 484 |
+
"exact_match": 0.0,
|
| 485 |
+
"hallucination_rate": 0.0,
|
| 486 |
+
"rows_changed": 0.9766666666666667,
|
| 487 |
+
"fix_rate": 0.061326291079812204,
|
| 488 |
+
"preservation_rate": 0.9845323183819787,
|
| 489 |
+
"targeted_score": 0.5229293047308955,
|
| 490 |
+
"fix_rate_lenient": 0.06349206349206349,
|
| 491 |
+
"preservation_rate_lenient": 0.9844053290982884,
|
| 492 |
+
"targeted_score_lenient": 0.5239486962951759,
|
| 493 |
+
"fixed_lenient": 620,
|
| 494 |
+
"broken_lenient": 707,
|
| 495 |
+
"net_fixed_lenient": -87,
|
| 496 |
+
"broken_per_100_correct": 1.5594670901711665,
|
| 497 |
+
"fix_rate_recoverable": 0.06458007303077726,
|
| 498 |
+
"unrecoverable_targets": 180,
|
| 499 |
+
"entity_fix_rate": 0.0,
|
| 500 |
+
"entity_keep_rate": 1.0,
|
| 501 |
+
"entity_spans_whisper_wrong": 2,
|
| 502 |
+
"entity_spans_whisper_right": 14,
|
| 503 |
+
"model_edits": 1042
|
| 504 |
+
},
|
| 505 |
+
"entity": {
|
| 506 |
+
"n_examples": 145,
|
| 507 |
+
"wer": 0.20735352371349347,
|
| 508 |
+
"wer_zwnj_normalized": 0.19561381396521302,
|
| 509 |
+
"exact_match": 0.0,
|
| 510 |
+
"hallucination_rate": 0.0,
|
| 511 |
+
"rows_changed": 0.9862068965517241,
|
| 512 |
+
"fix_rate": 0.0609516319307904,
|
| 513 |
+
"preservation_rate": 0.9850548869197197,
|
| 514 |
+
"targeted_score": 0.523003259425255,
|
| 515 |
+
"fix_rate_lenient": 0.06324191567744576,
|
| 516 |
+
"preservation_rate_lenient": 0.9850437689702195,
|
| 517 |
+
"targeted_score_lenient": 0.5241428423238327,
|
| 518 |
+
"fixed_lenient": 309,
|
| 519 |
+
"broken_lenient": 340,
|
| 520 |
+
"net_fixed_lenient": -31,
|
| 521 |
+
"broken_per_100_correct": 1.4956231029780496,
|
| 522 |
+
"fix_rate_recoverable": 0.0641399416909621,
|
| 523 |
+
"unrecoverable_targets": 84,
|
| 524 |
+
"entity_fix_rate": 0.0,
|
| 525 |
+
"entity_keep_rate": 1.0,
|
| 526 |
+
"entity_spans_whisper_wrong": 2,
|
| 527 |
+
"entity_spans_whisper_right": 14,
|
| 528 |
+
"model_edits": 517
|
| 529 |
+
},
|
| 530 |
+
"typo": {
|
| 531 |
+
"n_examples": 45,
|
| 532 |
+
"wer": 0.16417910447761194,
|
| 533 |
+
"wer_zwnj_normalized": 0.15074626865671642,
|
| 534 |
+
"exact_match": 0.0,
|
| 535 |
+
"hallucination_rate": 0.0,
|
| 536 |
+
"rows_changed": 0.9333333333333333,
|
| 537 |
+
"fix_rate": 0.07797029702970297,
|
| 538 |
+
"preservation_rate": 0.9835237258347979,
|
| 539 |
+
"targeted_score": 0.5307470114322504,
|
| 540 |
+
"fix_rate_lenient": 0.08432147562582346,
|
| 541 |
+
"preservation_rate_lenient": 0.9835634451019066,
|
| 542 |
+
"targeted_score_lenient": 0.5339424603638651,
|
| 543 |
+
"fixed_lenient": 64,
|
| 544 |
+
"broken_lenient": 75,
|
| 545 |
+
"net_fixed_lenient": -11,
|
| 546 |
+
"broken_per_100_correct": 1.643655489809336,
|
| 547 |
+
"fix_rate_recoverable": 0.0849933598937583,
|
| 548 |
+
"unrecoverable_targets": 6,
|
| 549 |
+
"entity_fix_rate": 0.0,
|
| 550 |
+
"entity_keep_rate": 1.0,
|
| 551 |
+
"entity_spans_whisper_wrong": 1,
|
| 552 |
+
"entity_spans_whisper_right": 4,
|
| 553 |
+
"model_edits": 93
|
| 554 |
+
}
|
| 555 |
+
},
|
| 556 |
+
"0.95": {
|
| 557 |
+
"main": {
|
| 558 |
+
"n_examples": 300,
|
| 559 |
+
"wer": 0.2077415862131192,
|
| 560 |
+
"wer_zwnj_normalized": 0.1958855905440765,
|
| 561 |
+
"exact_match": 0.0,
|
| 562 |
+
"hallucination_rate": 0.0,
|
| 563 |
+
"rows_changed": 0.9766666666666667,
|
| 564 |
+
"fix_rate": 0.061326291079812204,
|
| 565 |
+
"preservation_rate": 0.9845323183819787,
|
| 566 |
+
"targeted_score": 0.5229293047308955,
|
| 567 |
+
"fix_rate_lenient": 0.06349206349206349,
|
| 568 |
+
"preservation_rate_lenient": 0.9844053290982884,
|
| 569 |
+
"targeted_score_lenient": 0.5239486962951759,
|
| 570 |
+
"fixed_lenient": 620,
|
| 571 |
+
"broken_lenient": 707,
|
| 572 |
+
"net_fixed_lenient": -87,
|
| 573 |
+
"broken_per_100_correct": 1.5594670901711665,
|
| 574 |
+
"fix_rate_recoverable": 0.06458007303077726,
|
| 575 |
+
"unrecoverable_targets": 180,
|
| 576 |
+
"entity_fix_rate": 0.0,
|
| 577 |
+
"entity_keep_rate": 1.0,
|
| 578 |
+
"entity_spans_whisper_wrong": 2,
|
| 579 |
+
"entity_spans_whisper_right": 14,
|
| 580 |
+
"model_edits": 1042
|
| 581 |
+
},
|
| 582 |
+
"entity": {
|
| 583 |
+
"n_examples": 145,
|
| 584 |
+
"wer": 0.20735352371349347,
|
| 585 |
+
"wer_zwnj_normalized": 0.19561381396521302,
|
| 586 |
+
"exact_match": 0.0,
|
| 587 |
+
"hallucination_rate": 0.0,
|
| 588 |
+
"rows_changed": 0.9862068965517241,
|
| 589 |
+
"fix_rate": 0.0609516319307904,
|
| 590 |
+
"preservation_rate": 0.9850548869197197,
|
| 591 |
+
"targeted_score": 0.523003259425255,
|
| 592 |
+
"fix_rate_lenient": 0.06324191567744576,
|
| 593 |
+
"preservation_rate_lenient": 0.9850437689702195,
|
| 594 |
+
"targeted_score_lenient": 0.5241428423238327,
|
| 595 |
+
"fixed_lenient": 309,
|
| 596 |
+
"broken_lenient": 340,
|
| 597 |
+
"net_fixed_lenient": -31,
|
| 598 |
+
"broken_per_100_correct": 1.4956231029780496,
|
| 599 |
+
"fix_rate_recoverable": 0.0641399416909621,
|
| 600 |
+
"unrecoverable_targets": 84,
|
| 601 |
+
"entity_fix_rate": 0.0,
|
| 602 |
+
"entity_keep_rate": 1.0,
|
| 603 |
+
"entity_spans_whisper_wrong": 2,
|
| 604 |
+
"entity_spans_whisper_right": 14,
|
| 605 |
+
"model_edits": 517
|
| 606 |
+
},
|
| 607 |
+
"typo": {
|
| 608 |
+
"n_examples": 45,
|
| 609 |
+
"wer": 0.16417910447761194,
|
| 610 |
+
"wer_zwnj_normalized": 0.15074626865671642,
|
| 611 |
+
"exact_match": 0.0,
|
| 612 |
+
"hallucination_rate": 0.0,
|
| 613 |
+
"rows_changed": 0.9333333333333333,
|
| 614 |
+
"fix_rate": 0.07797029702970297,
|
| 615 |
+
"preservation_rate": 0.9835237258347979,
|
| 616 |
+
"targeted_score": 0.5307470114322504,
|
| 617 |
+
"fix_rate_lenient": 0.08432147562582346,
|
| 618 |
+
"preservation_rate_lenient": 0.9835634451019066,
|
| 619 |
+
"targeted_score_lenient": 0.5339424603638651,
|
| 620 |
+
"fixed_lenient": 64,
|
| 621 |
+
"broken_lenient": 75,
|
| 622 |
+
"net_fixed_lenient": -11,
|
| 623 |
+
"broken_per_100_correct": 1.643655489809336,
|
| 624 |
+
"fix_rate_recoverable": 0.0849933598937583,
|
| 625 |
+
"unrecoverable_targets": 6,
|
| 626 |
+
"entity_fix_rate": 0.0,
|
| 627 |
+
"entity_keep_rate": 1.0,
|
| 628 |
+
"entity_spans_whisper_wrong": 1,
|
| 629 |
+
"entity_spans_whisper_right": 4,
|
| 630 |
+
"model_edits": 93
|
| 631 |
+
}
|
| 632 |
+
},
|
| 633 |
+
"0.98": {
|
| 634 |
+
"main": {
|
| 635 |
+
"n_examples": 300,
|
| 636 |
+
"wer": 0.2077415862131192,
|
| 637 |
+
"wer_zwnj_normalized": 0.1958855905440765,
|
| 638 |
+
"exact_match": 0.0,
|
| 639 |
+
"hallucination_rate": 0.0,
|
| 640 |
+
"rows_changed": 0.9766666666666667,
|
| 641 |
+
"fix_rate": 0.061326291079812204,
|
| 642 |
+
"preservation_rate": 0.9845323183819787,
|
| 643 |
+
"targeted_score": 0.5229293047308955,
|
| 644 |
+
"fix_rate_lenient": 0.06349206349206349,
|
| 645 |
+
"preservation_rate_lenient": 0.9844053290982884,
|
| 646 |
+
"targeted_score_lenient": 0.5239486962951759,
|
| 647 |
+
"fixed_lenient": 620,
|
| 648 |
+
"broken_lenient": 707,
|
| 649 |
+
"net_fixed_lenient": -87,
|
| 650 |
+
"broken_per_100_correct": 1.5594670901711665,
|
| 651 |
+
"fix_rate_recoverable": 0.06458007303077726,
|
| 652 |
+
"unrecoverable_targets": 180,
|
| 653 |
+
"entity_fix_rate": 0.0,
|
| 654 |
+
"entity_keep_rate": 1.0,
|
| 655 |
+
"entity_spans_whisper_wrong": 2,
|
| 656 |
+
"entity_spans_whisper_right": 14,
|
| 657 |
+
"model_edits": 1042
|
| 658 |
+
},
|
| 659 |
+
"entity": {
|
| 660 |
+
"n_examples": 145,
|
| 661 |
+
"wer": 0.20735352371349347,
|
| 662 |
+
"wer_zwnj_normalized": 0.19561381396521302,
|
| 663 |
+
"exact_match": 0.0,
|
| 664 |
+
"hallucination_rate": 0.0,
|
| 665 |
+
"rows_changed": 0.9862068965517241,
|
| 666 |
+
"fix_rate": 0.0609516319307904,
|
| 667 |
+
"preservation_rate": 0.9850548869197197,
|
| 668 |
+
"targeted_score": 0.523003259425255,
|
| 669 |
+
"fix_rate_lenient": 0.06324191567744576,
|
| 670 |
+
"preservation_rate_lenient": 0.9850437689702195,
|
| 671 |
+
"targeted_score_lenient": 0.5241428423238327,
|
| 672 |
+
"fixed_lenient": 309,
|
| 673 |
+
"broken_lenient": 340,
|
| 674 |
+
"net_fixed_lenient": -31,
|
| 675 |
+
"broken_per_100_correct": 1.4956231029780496,
|
| 676 |
+
"fix_rate_recoverable": 0.0641399416909621,
|
| 677 |
+
"unrecoverable_targets": 84,
|
| 678 |
+
"entity_fix_rate": 0.0,
|
| 679 |
+
"entity_keep_rate": 1.0,
|
| 680 |
+
"entity_spans_whisper_wrong": 2,
|
| 681 |
+
"entity_spans_whisper_right": 14,
|
| 682 |
+
"model_edits": 517
|
| 683 |
+
},
|
| 684 |
+
"typo": {
|
| 685 |
+
"n_examples": 45,
|
| 686 |
+
"wer": 0.16417910447761194,
|
| 687 |
+
"wer_zwnj_normalized": 0.15074626865671642,
|
| 688 |
+
"exact_match": 0.0,
|
| 689 |
+
"hallucination_rate": 0.0,
|
| 690 |
+
"rows_changed": 0.9333333333333333,
|
| 691 |
+
"fix_rate": 0.07797029702970297,
|
| 692 |
+
"preservation_rate": 0.9835237258347979,
|
| 693 |
+
"targeted_score": 0.5307470114322504,
|
| 694 |
+
"fix_rate_lenient": 0.08432147562582346,
|
| 695 |
+
"preservation_rate_lenient": 0.9835634451019066,
|
| 696 |
+
"targeted_score_lenient": 0.5339424603638651,
|
| 697 |
+
"fixed_lenient": 64,
|
| 698 |
+
"broken_lenient": 75,
|
| 699 |
+
"net_fixed_lenient": -11,
|
| 700 |
+
"broken_per_100_correct": 1.643655489809336,
|
| 701 |
+
"fix_rate_recoverable": 0.0849933598937583,
|
| 702 |
+
"unrecoverable_targets": 6,
|
| 703 |
+
"entity_fix_rate": 0.0,
|
| 704 |
+
"entity_keep_rate": 1.0,
|
| 705 |
+
"entity_spans_whisper_wrong": 1,
|
| 706 |
+
"entity_spans_whisper_right": 4,
|
| 707 |
+
"model_edits": 93
|
| 708 |
+
}
|
| 709 |
+
},
|
| 710 |
+
"0.99": {
|
| 711 |
+
"main": {
|
| 712 |
+
"n_examples": 300,
|
| 713 |
+
"wer": 0.2077415862131192,
|
| 714 |
+
"wer_zwnj_normalized": 0.1958855905440765,
|
| 715 |
+
"exact_match": 0.0,
|
| 716 |
+
"hallucination_rate": 0.0,
|
| 717 |
+
"rows_changed": 0.9766666666666667,
|
| 718 |
+
"fix_rate": 0.061326291079812204,
|
| 719 |
+
"preservation_rate": 0.9845323183819787,
|
| 720 |
+
"targeted_score": 0.5229293047308955,
|
| 721 |
+
"fix_rate_lenient": 0.06349206349206349,
|
| 722 |
+
"preservation_rate_lenient": 0.9844053290982884,
|
| 723 |
+
"targeted_score_lenient": 0.5239486962951759,
|
| 724 |
+
"fixed_lenient": 620,
|
| 725 |
+
"broken_lenient": 707,
|
| 726 |
+
"net_fixed_lenient": -87,
|
| 727 |
+
"broken_per_100_correct": 1.5594670901711665,
|
| 728 |
+
"fix_rate_recoverable": 0.06458007303077726,
|
| 729 |
+
"unrecoverable_targets": 180,
|
| 730 |
+
"entity_fix_rate": 0.0,
|
| 731 |
+
"entity_keep_rate": 1.0,
|
| 732 |
+
"entity_spans_whisper_wrong": 2,
|
| 733 |
+
"entity_spans_whisper_right": 14,
|
| 734 |
+
"model_edits": 1042
|
| 735 |
+
},
|
| 736 |
+
"entity": {
|
| 737 |
+
"n_examples": 145,
|
| 738 |
+
"wer": 0.20735352371349347,
|
| 739 |
+
"wer_zwnj_normalized": 0.19561381396521302,
|
| 740 |
+
"exact_match": 0.0,
|
| 741 |
+
"hallucination_rate": 0.0,
|
| 742 |
+
"rows_changed": 0.9862068965517241,
|
| 743 |
+
"fix_rate": 0.0609516319307904,
|
| 744 |
+
"preservation_rate": 0.9850548869197197,
|
| 745 |
+
"targeted_score": 0.523003259425255,
|
| 746 |
+
"fix_rate_lenient": 0.06324191567744576,
|
| 747 |
+
"preservation_rate_lenient": 0.9850437689702195,
|
| 748 |
+
"targeted_score_lenient": 0.5241428423238327,
|
| 749 |
+
"fixed_lenient": 309,
|
| 750 |
+
"broken_lenient": 340,
|
| 751 |
+
"net_fixed_lenient": -31,
|
| 752 |
+
"broken_per_100_correct": 1.4956231029780496,
|
| 753 |
+
"fix_rate_recoverable": 0.0641399416909621,
|
| 754 |
+
"unrecoverable_targets": 84,
|
| 755 |
+
"entity_fix_rate": 0.0,
|
| 756 |
+
"entity_keep_rate": 1.0,
|
| 757 |
+
"entity_spans_whisper_wrong": 2,
|
| 758 |
+
"entity_spans_whisper_right": 14,
|
| 759 |
+
"model_edits": 517
|
| 760 |
+
},
|
| 761 |
+
"typo": {
|
| 762 |
+
"n_examples": 45,
|
| 763 |
+
"wer": 0.16417910447761194,
|
| 764 |
+
"wer_zwnj_normalized": 0.15074626865671642,
|
| 765 |
+
"exact_match": 0.0,
|
| 766 |
+
"hallucination_rate": 0.0,
|
| 767 |
+
"rows_changed": 0.9333333333333333,
|
| 768 |
+
"fix_rate": 0.07797029702970297,
|
| 769 |
+
"preservation_rate": 0.9835237258347979,
|
| 770 |
+
"targeted_score": 0.5307470114322504,
|
| 771 |
+
"fix_rate_lenient": 0.08432147562582346,
|
| 772 |
+
"preservation_rate_lenient": 0.9835634451019066,
|
| 773 |
+
"targeted_score_lenient": 0.5339424603638651,
|
| 774 |
+
"fixed_lenient": 64,
|
| 775 |
+
"broken_lenient": 75,
|
| 776 |
+
"net_fixed_lenient": -11,
|
| 777 |
+
"broken_per_100_correct": 1.643655489809336,
|
| 778 |
+
"fix_rate_recoverable": 0.0849933598937583,
|
| 779 |
+
"unrecoverable_targets": 6,
|
| 780 |
+
"entity_fix_rate": 0.0,
|
| 781 |
+
"entity_keep_rate": 1.0,
|
| 782 |
+
"entity_spans_whisper_wrong": 1,
|
| 783 |
+
"entity_spans_whisper_right": 4,
|
| 784 |
+
"model_edits": 93
|
| 785 |
+
}
|
| 786 |
+
}
|
| 787 |
+
},
|
| 788 |
+
"rules": {
|
| 789 |
+
"main": {
|
| 790 |
+
"n_examples": 300,
|
| 791 |
+
"wer": 0.19658937110890554,
|
| 792 |
+
"wer_zwnj_normalized": 0.1844626906072363,
|
| 793 |
+
"exact_match": 0.0033333333333333335,
|
| 794 |
+
"hallucination_rate": 0.0,
|
| 795 |
+
"rows_changed": 0.6833333333333333,
|
| 796 |
+
"fix_rate": 0.052719092331768386,
|
| 797 |
+
"preservation_rate": 0.9997787170011728,
|
| 798 |
+
"targeted_score": 0.5262489046664706,
|
| 799 |
+
"fix_rate_lenient": 0.05560675883256529,
|
| 800 |
+
"preservation_rate_lenient": 0.9997132521616375,
|
| 801 |
+
"targeted_score_lenient": 0.5276600054971015,
|
| 802 |
+
"fixed_lenient": 543,
|
| 803 |
+
"broken_lenient": 13,
|
| 804 |
+
"net_fixed_lenient": 530,
|
| 805 |
+
"broken_per_100_correct": 0.028674783836244926,
|
| 806 |
+
"fix_rate_recoverable": 0.05654668753260302,
|
| 807 |
+
"unrecoverable_targets": 180,
|
| 808 |
+
"entity_fix_rate": 0.0,
|
| 809 |
+
"entity_keep_rate": 1.0,
|
| 810 |
+
"entity_spans_whisper_wrong": 2,
|
| 811 |
+
"entity_spans_whisper_right": 14
|
| 812 |
+
},
|
| 813 |
+
"entity": {
|
| 814 |
+
"n_examples": 145,
|
| 815 |
+
"wer": 0.1964420756959199,
|
| 816 |
+
"wer_zwnj_normalized": 0.18448629767006375,
|
| 817 |
+
"exact_match": 0.006896551724137931,
|
| 818 |
+
"hallucination_rate": 0.0,
|
| 819 |
+
"rows_changed": 0.7310344827586207,
|
| 820 |
+
"fix_rate": 0.05367675973259929,
|
| 821 |
+
"preservation_rate": 0.9997795706035357,
|
| 822 |
+
"targeted_score": 0.5267281651680675,
|
| 823 |
+
"fix_rate_lenient": 0.05730659025787966,
|
| 824 |
+
"preservation_rate_lenient": 0.9998240443408261,
|
| 825 |
+
"targeted_score_lenient": 0.5285653172993529,
|
| 826 |
+
"fixed_lenient": 280,
|
| 827 |
+
"broken_lenient": 4,
|
| 828 |
+
"net_fixed_lenient": 276,
|
| 829 |
+
"broken_per_100_correct": 0.017595565917388818,
|
| 830 |
+
"fix_rate_recoverable": 0.05810079133694294,
|
| 831 |
+
"unrecoverable_targets": 84,
|
| 832 |
+
"entity_fix_rate": 0.0,
|
| 833 |
+
"entity_keep_rate": 1.0,
|
| 834 |
+
"entity_spans_whisper_wrong": 2,
|
| 835 |
+
"entity_spans_whisper_right": 14
|
| 836 |
+
},
|
| 837 |
+
"typo": {
|
| 838 |
+
"n_examples": 45,
|
| 839 |
+
"wer": 0.1501865671641791,
|
| 840 |
+
"wer_zwnj_normalized": 0.1369402985074627,
|
| 841 |
+
"exact_match": 0.0,
|
| 842 |
+
"hallucination_rate": 0.0,
|
| 843 |
+
"rows_changed": 0.4666666666666667,
|
| 844 |
+
"fix_rate": 0.07178217821782178,
|
| 845 |
+
"preservation_rate": 1.0,
|
| 846 |
+
"targeted_score": 0.5358910891089109,
|
| 847 |
+
"fix_rate_lenient": 0.077733860342556,
|
| 848 |
+
"preservation_rate_lenient": 1.0,
|
| 849 |
+
"targeted_score_lenient": 0.538866930171278,
|
| 850 |
+
"fixed_lenient": 59,
|
| 851 |
+
"broken_lenient": 0,
|
| 852 |
+
"net_fixed_lenient": 59,
|
| 853 |
+
"broken_per_100_correct": 0.0,
|
| 854 |
+
"fix_rate_recoverable": 0.07835325365205843,
|
| 855 |
+
"unrecoverable_targets": 6,
|
| 856 |
+
"entity_fix_rate": 0.0,
|
| 857 |
+
"entity_keep_rate": 1.0,
|
| 858 |
+
"entity_spans_whisper_wrong": 1,
|
| 859 |
+
"entity_spans_whisper_right": 4
|
| 860 |
+
}
|
| 861 |
+
}
|
| 862 |
+
}
|
| 863 |
+
}
|
edit-qwen3.5-2b/decode_sweep/sweep.md
ADDED
|
@@ -0,0 +1,50 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Threshold decoding: edit-qwen3.5-2b
|
| 2 |
+
|
| 3 |
+
Validation (144 windows): p_none AUC 0.789; mean p_none 0.516 on windows needing an edit vs 0.635 on others.
|
| 4 |
+
|
| 5 |
+
| threshold | edit precision | edit recall | predicted | gold | rejected lines |
|
| 6 |
+
|---|---|---|---|---|---|
|
| 7 |
+
| 0.0 | 0.000 | 0.000 | 2 | 96 | 1 |
|
| 8 |
+
| 0.5 | 0.000 | 0.000 | 37 | 96 | 4 |
|
| 9 |
+
| 0.6 | 0.000 | 0.000 | 64 | 96 | 13 |
|
| 10 |
+
| 0.7 | 0.000 | 0.000 | 93 | 96 | 24 |
|
| 11 |
+
| 0.8 | 0.000 | 0.000 | 109 | 96 | 29 |
|
| 12 |
+
| 0.9 | 0.000 | 0.000 | 111 | 96 | 33 |
|
| 13 |
+
| 0.95 | 0.000 | 0.000 | 111 | 96 | 33 |
|
| 14 |
+
| 0.98 | 0.000 | 0.000 | 111 | 96 | 33 |
|
| 15 |
+
| 0.99 | 0.000 | 0.000 | 111 | 96 | 33 |
|
| 16 |
+
|
| 17 |
+
Test, first 300 transcripts (threshold 0.0 = greedy):
|
| 18 |
+
|
| 19 |
+
| slice | threshold | WER | fixed | broken | net | broken/100 | entity fix | model edits |
|
| 20 |
+
|---|---|---|---|---|---|---|---|---|
|
| 21 |
+
| main | rules only | 0.1966 | 543 | 13 | 530 | 0.03 | 0.000 | 0 |
|
| 22 |
+
| main | 0.0 | 0.1966 | 543 | 15 | 528 | 0.03 | 0.000 | 5 |
|
| 23 |
+
| main | 0.5 | 0.1973 | 566 | 74 | 492 | 0.16 | 0.000 | 162 |
|
| 24 |
+
| main | 0.6 | 0.1992 | 603 | 222 | 381 | 0.49 | 0.000 | 447 |
|
| 25 |
+
| main | 0.7 | 0.2052 | 618 | 566 | 52 | 1.25 | 0.000 | 884 |
|
| 26 |
+
| main | 0.8 | 0.2077 | 619 | 704 | -85 | 1.55 | 0.000 | 1036 |
|
| 27 |
+
| main | 0.9 | 0.2077 | 620 | 707 | -87 | 1.56 | 0.000 | 1042 |
|
| 28 |
+
| main | 0.95 | 0.2077 | 620 | 707 | -87 | 1.56 | 0.000 | 1042 |
|
| 29 |
+
| main | 0.98 | 0.2077 | 620 | 707 | -87 | 1.56 | 0.000 | 1042 |
|
| 30 |
+
| main | 0.99 | 0.2077 | 620 | 707 | -87 | 1.56 | 0.000 | 1042 |
|
| 31 |
+
| entity | rules only | 0.1964 | 280 | 4 | 276 | 0.02 | 0.000 | 0 |
|
| 32 |
+
| entity | 0.0 | 0.1965 | 280 | 6 | 274 | 0.03 | 0.000 | 3 |
|
| 33 |
+
| entity | 0.5 | 0.1975 | 287 | 39 | 248 | 0.17 | 0.000 | 84 |
|
| 34 |
+
| entity | 0.6 | 0.1991 | 302 | 106 | 196 | 0.47 | 0.000 | 225 |
|
| 35 |
+
| entity | 0.7 | 0.2046 | 312 | 266 | 46 | 1.17 | 0.000 | 438 |
|
| 36 |
+
| entity | 0.8 | 0.2073 | 309 | 339 | -30 | 1.49 | 0.000 | 516 |
|
| 37 |
+
| entity | 0.9 | 0.2074 | 309 | 340 | -31 | 1.50 | 0.000 | 517 |
|
| 38 |
+
| entity | 0.95 | 0.2074 | 309 | 340 | -31 | 1.50 | 0.000 | 517 |
|
| 39 |
+
| entity | 0.98 | 0.2074 | 309 | 340 | -31 | 1.50 | 0.000 | 517 |
|
| 40 |
+
| entity | 0.99 | 0.2074 | 309 | 340 | -31 | 1.50 | 0.000 | 517 |
|
| 41 |
+
| typo | rules only | 0.1502 | 59 | 0 | 59 | 0.00 | 0.000 | 0 |
|
| 42 |
+
| typo | 0.0 | 0.1502 | 59 | 0 | 59 | 0.00 | 0.000 | 0 |
|
| 43 |
+
| typo | 0.5 | 0.1521 | 60 | 11 | 49 | 0.24 | 0.000 | 13 |
|
| 44 |
+
| typo | 0.6 | 0.1541 | 62 | 22 | 40 | 0.48 | 0.000 | 31 |
|
| 45 |
+
| typo | 0.7 | 0.1603 | 64 | 56 | 8 | 1.23 | 0.000 | 71 |
|
| 46 |
+
| typo | 0.8 | 0.1640 | 64 | 75 | -11 | 1.64 | 0.000 | 91 |
|
| 47 |
+
| typo | 0.9 | 0.1642 | 64 | 75 | -11 | 1.64 | 0.000 | 93 |
|
| 48 |
+
| typo | 0.95 | 0.1642 | 64 | 75 | -11 | 1.64 | 0.000 | 93 |
|
| 49 |
+
| typo | 0.98 | 0.1642 | 64 | 75 | -11 | 1.64 | 0.000 | 93 |
|
| 50 |
+
| typo | 0.99 | 0.1642 | 64 | 75 | -11 | 1.64 | 0.000 | 93 |
|
edit-qwen3.5-2b/decode_sweep/test_windows.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
edit-qwen3.5-2b/decode_sweep/validation_windows.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|