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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    KeyError
Message:      'webp'
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1748, in _prepare_split_single
                  for key, record in generator:
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 797, in wrapped
                  for item in generator(*args, **kwargs):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 126, in _generate_examples
                  example[field_name] = {"path": example["__key__"] + "." + field_name, "bytes": example[field_name]}
              KeyError: 'webp'
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1524, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1099, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1627, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1784, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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__key__
string
__url__
string
json
dict
webp
image
1000001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1000001 }
10001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 10001 }
1001001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1001001 }
1
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1 }
1005001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1005001 }
1008001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1008001 }
1010001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1010001 }
1015001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1015001 }
1004001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1004001 }
1012001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1012001 }
1006001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1006001 }
1014001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1014001 }
1017001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1017001 }
1018001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1018001 }
1020001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1020001 }
1022001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1022001 }
1016001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1016001 }
1029001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1029001 }
1023001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1023001 }
103001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 103001 }
1032001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1032001 }
1027001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1027001 }
1028001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1028001 }
1030001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1030001 }
1033001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1033001 }
1021001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1021001 }
1034001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1034001 }
1040001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1040001 }
1037001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1037001 }
1043001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1043001 }
1039001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1039001 }
1046001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1046001 }
1036001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1036001 }
1038001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1038001 }
1044001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1044001 }
1049001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1049001 }
1051001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1051001 }
1052001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1052001 }
1047001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1047001 }
1056001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1056001 }
1048001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1048001 }
1053001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1053001 }
1058001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1058001 }
1055001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1055001 }
1057001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1057001 }
1063001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1063001 }
1062001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1062001 }
1064001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1064001 }
1061001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1061001 }
1066001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1066001 }
1068001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1068001 }
1070001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1070001 }
1067001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1067001 }
1069001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1069001 }
107001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 107001 }
1073001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1073001 }
1077001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1077001 }
1076001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1076001 }
1079001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1079001 }
1084001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1084001 }
1083001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1083001 }
1074001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1074001 }
1086001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1086001 }
1075001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1075001 }
1078001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1078001 }
1087001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1087001 }
1091001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1091001 }
1090001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1090001 }
1094001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1094001 }
1093001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1093001 }
1089001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1089001 }
1088001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1088001 }
1092001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1092001 }
1095001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1095001 }
1100001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1100001 }
1101001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1101001 }
1104001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1104001 }
1103001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1103001 }
1097001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1097001 }
110001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 110001 }
11001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 11001 }
1102001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1102001 }
1105001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1105001 }
1106001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1106001 }
1112001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1112001 }
1113001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1113001 }
1114001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1114001 }
1108001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1108001 }
1116001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1116001 }
1111001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1111001 }
1115001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1115001 }
1117001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1117001 }
1118001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1118001 }
1120001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1120001 }
1119001
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hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
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1121001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
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1124001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
{ "ext": "webp", "id": 1124001 }
1122001
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{ "ext": "webp", "id": 1122001 }
1127001
hf://datasets/KBlueLeaf/Danbooru2021-SQLite@acfd45f22d4638f6b7264886ac0f3d8456f32316/danbooru2021/safe/0001.tar
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Danbooru 2021 SQLite

Dataset Summary

This is the metadata of danbooru 2021 dataset in SQLite format. https://gwern.net/danbooru2021

Supported Tasks and Leaderboards

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Languages

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Dataset Structure

Data Instances

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Data Fields

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Data Splits

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Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

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Who are the source language producers?

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Annotations

Annotation process

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Personal and Sensitive Information

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Considerations for Using the Data

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Discussion of Biases

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Other Known Limitations

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