File size: 3,625 Bytes
b8486e7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dbe8a5f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
b8486e7
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
{
 "task": "Gretel Synthetic Text-to-SQL",
 "benchmark": "train",
 "repo": "train-text2sql",
 "conversion": "2026-09-29",
 "source": {
  "path": "gretelai/synthetic_text_to_sql",
  "revision": "740ab236e64503fba51be1101df7a1be83bf455d",
  "url": "https://huggingface.co/datasets/gretelai/synthetic_text_to_sql/tree/740ab236e64503fba51be1101df7a1be83bf455d",
  "configs": [],
  "file": null
 },
 "license": {
  "card": "apache-2.0",
  "upstream_checked": true
 },
 "languages": [
  "eng"
 ],
 "domain": "code",
 "byte_preserving_text": false,
 "symmetric": false,
 "layout": {
  "subsets": null,
  "splits": [
   "train"
  ],
  "split_map": null
 },
 "id_scheme": "sha1(text)[:20]",
 "sampling": {
  "cap": 30000,
  "seed": 1,
  "shuffle_buffer": null
 },
 "inputs": {
  "queries": 30000,
  "corpus": 30000,
  "qrels": 30000,
  "hard_negatives": 1770047,
  "teacher_scores": 1800047
 },
 "decontamination": {
  "exact": "the normalised query equals an evaluation query, or a positive equals a test / dev corpus document (convert_domain.py)",
  "near_duplicate": "word 13-gram shingles of passages, 8-grams of queries, a fixed 1/4 sample; flagged at >= half (and >= 4) shared with one text of the 23 test corpora and the 3 dev corpora (data/tmp/domain_overlap_flagged.py)",
  "flagged_passages": 0,
  "flagged_queries": 0,
  "queries_dropped": 0
 },
 "normalize": {
  "title_added": true,
  "collapsed_queries": 0,
  "collapsed_documents": 13,
  "collapsed_with_other_titles": 0,
  "negatives_that_were_positives_dropped": 26,
  "score_spread_max": 0.0
 },
 "stats": {
  "n_queries": 30000,
  "n_corpus": 29987,
  "n_qrels": 30000,
  "qrels_per_query": {
   "min": 1,
   "mean": 1.0,
   "max": 1
  },
  "score_values": {
   "2": 30000
  },
  "corpus_with_title": 0,
  "n_hard_negatives": 1769501,
  "sources": {
   "dense": 1769501
  },
  "negatives_per_query": 59.0,
  "n_teacher_scores": 1799501,
  "teachers": [
   "jinaai/jina-embeddings-v5-text-small"
  ],
  "avg_query_chars": 83.2,
  "avg_doc_chars": 402.7
 },
 "files": {
  "queries": {
   "train": [
    {
     "path": "queries/train-00000-of-00001.parquet",
     "rows": 30000,
     "bytes": 1204557,
     "sha256": "b4c65e9e94d63ab89f7b45e5b6166a9fd505e20c436fbf4c7b7e4bd52059515b"
    }
   ]
  },
  "corpus": {
   "train": [
    {
     "path": "corpus/train-00000-of-00001.parquet",
     "rows": 29987,
     "bytes": 3768645,
     "sha256": "c2bc5bf14c4baf0a3094bf15f97bc30d47af598e81b26e0d6773fc20abc447cf"
    }
   ]
  },
  "qrels": {
   "train": [
    {
     "path": "qrels/train-00000-of-00001.parquet",
     "rows": 30000,
     "bytes": 762903,
     "sha256": "cc9fb2001d18919a81086f56978de577a0fd8b36a81198e72493c93bd23bc890"
    }
   ]
  },
  "hard-negatives": {
   "train": [
    {
     "path": "hard-negatives/train-00000-of-00001.parquet",
     "rows": 1769501,
     "bytes": 6259488,
     "sha256": "73687cdf78d6269dde3db6bead258239d22539715190f670bc973c0838679d33"
    }
   ]
  },
  "teacher-scores": {
   "train": [
    {
     "path": "teacher-scores/train-00000-of-00001.parquet",
     "rows": 1799501,
     "bytes": 11828501,
     "sha256": "9a3e81b3c6d9c9b143e4de4c3d083fc8dbff48a8dab81e2b52bbe6792a2785d7"
    }
   ]
  }
 },
 "annotation": {
  "namespace": "jina35-u2",
  "stage": "mined; teacher scores to come",
  "miner": "jinaai/jina-embeddings-v5-text-small",
  "dense_top": 1000,
  "sample": {
   "dense_1_30": 30,
   "dense_31_100": 30,
   "dense_101_300": 20,
   "dense_301_1000": 20
  },
  "stats": {
   "queries": 30000,
   "candidates": 2970047,
   "by_source": {
    "dense": 2970047
   },
   "scores": 0,
   "positives": 30000
  }
 }
}