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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      int() argument must be a string, a bytes-like object or a real number, not 'NoneType'
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1539, in _prepare_split_single
                  for key, record in generator:
                                     ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 621, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 131, in _generate_examples
                  for example_idx, example in enumerate(self._get_pipeline_from_tar(tar_path, tar_iterator)):
                                              ~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 32, in _get_pipeline_from_tar
                  for filename, f in tar_iterator:
                                     ^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/track.py", line 49, in __iter__
                  for x in self.generator(*self.args):
                           ~~~~~~~~~~~~~~^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 1419, in _iter_from_urlpath
                  with xopen(urlpath, "rb", download_config=download_config, block_size=0) as f:
                       ~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 976, in xopen
                  file_obj = fs.open(paths[0], mode)
                File "<string>", line 3, in open
                File "/usr/local/lib/python3.14/unittest/mock.py", line 1176, in __call__
                  return self._mock_call(*args, **kwargs)
                         ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/unittest/mock.py", line 1180, in _mock_call
                  return self._execute_mock_call(*args, **kwargs)
                         ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/unittest/mock.py", line 1247, in _execute_mock_call
                  result = effect(*args, **kwargs)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 794, in wrapped
                  tracker.files[urlpath] = {"read": 0, "size": int(f.size)}
                                                               ~~~^^^^^^^^
              TypeError: int() argument must be a string, a bytes-like object or a real number, not 'NoneType'
              
              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 1379, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 956, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1401, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1579, 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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json
dict
mp4
video
__key__
string
__url__
string
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 316, "video_id": 112965982, "motion_score": 3.38, "cluster_id": 34915, "fps": 29.97002997002997, "video_duration_in_s": 25.1251, "num_frames": 753, "height": 342, "width": 608, "file_size_mb": 2.41982650756836, "number_of_I_frames": 4, "motion_vector_magnitude_mean": 42.6054889...
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 450, "video_id": 113881272, "motion_score": 3.34, "cluster_id": 12935, "fps": 25, "video_duration_in_s": 23.2, "num_frames": 580, "height": 320, "width": 608, "file_size_mb": 2.160508155822754, "number_of_I_frames": 3, "motion_vector_magnitude_mean": 47.792264329131314, "moti...
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 188, "video_id": 113941726, "motion_score": 3.42, "cluster_id": 105396, "fps": 29.97002997002997, "video_duration_in_s": 18.3183, "num_frames": 549, "height": 342, "width": 608, "file_size_mb": 1.738372802734375, "number_of_I_frames": 4, "motion_vector_magnitude_mean": 65.58605...
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 467, "video_id": 115313608, "motion_score": 3.34, "cluster_id": 145709, "fps": 25, "video_duration_in_s": 8, "num_frames": 200, "height": 342, "width": 608, "file_size_mb": 0.7579727172851562, "number_of_I_frames": 5, "motion_vector_magnitude_mean": 46.10757775868176, "motion...
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 221, "video_id": 116000678, "motion_score": 3.41, "cluster_id": 89845, "fps": 25, "video_duration_in_s": 20.52, "num_frames": 513, "height": 342, "width": 608, "file_size_mb": 1.9652719497680664, "number_of_I_frames": 4, "motion_vector_magnitude_mean": 54.61303888519729, "mot...
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 398, "video_id": 119446966, "motion_score": 3.36, "cluster_id": 81350, "fps": 29.97002997002997, "video_duration_in_s": 32.699333333333335, "num_frames": 980, "height": 342, "width": 608, "file_size_mb": 3.226511001586914, "number_of_I_frames": 4, "motion_vector_magnitude_mean"...
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 197, "video_id": 121844298, "motion_score": 3.42, "cluster_id": 109961, "fps": 25, "video_duration_in_s": 27.88, "num_frames": 697, "height": 342, "width": 608, "file_size_mb": 2.683563232421875, "number_of_I_frames": 3, "motion_vector_magnitude_mean": 54.42846635059655, "mot...
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 76, "video_id": 146738047, "motion_score": 3.48, "cluster_id": 18442, "fps": 25, "video_duration_in_s": 11.6, "num_frames": 290, "height": 342, "width": 608, "file_size_mb": 1.0980424880981443, "number_of_I_frames": 3, "motion_vector_magnitude_mean": 49.81915194567266, "motio...
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 292, "video_id": 147655327, "motion_score": 3.38, "cluster_id": 66932, "fps": 24, "video_duration_in_s": 8.583333333333334, "num_frames": 206, "height": 320, "width": 608, "file_size_mb": 0.8694400787353516, "number_of_I_frames": 3, "motion_vector_magnitude_mean": 84.9985825562...
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hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 202, "video_id": 148107231, "motion_score": 3.42, "cluster_id": 7924, "fps": 29.97002997002997, "video_duration_in_s": 22.956266666666668, "num_frames": 688, "height": 342, "width": 608, "file_size_mb": 2.258890151977539, "number_of_I_frames": 3, "motion_vector_magnitude_mean":...
000000/148107231
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
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000000/200199812
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 264, "video_id": 201206878, "motion_score": 3.39, "cluster_id": 110374, "fps": 25, "video_duration_in_s": 13.04, "num_frames": 326, "height": 342, "width": 608, "file_size_mb": 1.178327560424805, "number_of_I_frames": 2, "motion_vector_magnitude_mean": 27.28114483516297, "mot...
000000/201206878
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 106, "video_id": 202315688, "motion_score": 3.46, "cluster_id": 26566, "fps": 29.97002997002997, "video_duration_in_s": 45.21183333333333, "num_frames": 1355, "height": 342, "width": 608, "file_size_mb": 4.368061065673828, "number_of_I_frames": 6, "motion_vector_magnitude_mean"...
000000/202315688
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 436, "video_id": 204841900, "motion_score": 3.35, "cluster_id": 49158, "fps": 50, "video_duration_in_s": 5.1, "num_frames": 255, "height": 342, "width": 608, "file_size_mb": 0.4561996459960937, "number_of_I_frames": 3, "motion_vector_magnitude_mean": 24.819228059107623, "moti...
000000/204841900
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 259, "video_id": 21267155, "motion_score": 3.4, "cluster_id": 131964, "fps": 29.97002997002997, "video_duration_in_s": 10.8108, "num_frames": 324, "height": 342, "width": 608, "file_size_mb": 0.8963861465454102, "number_of_I_frames": 4, "motion_vector_magnitude_mean": 40.015365...
000000/21267155
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 16, "video_id": 213500062, "motion_score": 3.57, "cluster_id": 19401, "fps": 29.97002997002997, "video_duration_in_s": 9.576233333333333, "num_frames": 287, "height": 320, "width": 608, "file_size_mb": 0.8532495498657227, "number_of_I_frames": 2, "motion_vector_magnitude_mean":...
000000/213500062
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 320, "video_id": 21420941, "motion_score": 3.37, "cluster_id": 95061, "fps": 25, "video_duration_in_s": 29.8, "num_frames": 745, "height": 342, "width": 608, "file_size_mb": 2.887465476989746, "number_of_I_frames": 5, "motion_vector_magnitude_mean": 46.10380083235607, "motion...
000000/21420941
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 11, "video_id": 21491993, "motion_score": 3.59, "cluster_id": 76820, "fps": 29.97002997002997, "video_duration_in_s": 20.02, "num_frames": 600, "height": 342, "width": 608, "file_size_mb": 1.5948419570922852, "number_of_I_frames": 3, "motion_vector_magnitude_mean": 25.310962723...
000000/21491993
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 431, "video_id": 21756663, "motion_score": 3.35, "cluster_id": 55106, "fps": 29.97, "video_duration_in_s": 17.017017017017018, "num_frames": 510, "height": 342, "width": 608, "file_size_mb": 1.5641250610351562, "number_of_I_frames": 3, "motion_vector_magnitude_mean": 9.57870804...
000000/21756663
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 98, "video_id": 217748044, "motion_score": 3.47, "cluster_id": 30336, "fps": 29.97002997002997, "video_duration_in_s": 14.180833333333334, "num_frames": 425, "height": 320, "width": 608, "file_size_mb": 1.2887449264526367, "number_of_I_frames": 2, "motion_vector_magnitude_mean"...
000000/217748044
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 437, "video_id": 220630490, "motion_score": 3.35, "cluster_id": 116542, "fps": 29.97002997002997, "video_duration_in_s": 15.015, "num_frames": 450, "height": 342, "width": 608, "file_size_mb": 1.4211816787719729, "number_of_I_frames": 2, "motion_vector_magnitude_mean": 9.133591...
000000/220630490
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 400, "video_id": 222435640, "motion_score": 3.36, "cluster_id": 87046, "fps": 59.94005994005994, "video_duration_in_s": 12.76275, "num_frames": 765, "height": 342, "width": 608, "file_size_mb": 1.2990922927856443, "number_of_I_frames": 4, "motion_vector_magnitude_mean": 13.1364...
000000/222435640
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 62, "video_id": 222989960, "motion_score": 3.49, "cluster_id": 50176, "fps": 30, "video_duration_in_s": 12, "num_frames": 360, "height": 342, "width": 608, "file_size_mb": 1.1605091094970703, "number_of_I_frames": 2, "motion_vector_magnitude_mean": 15.541689466435134, "motion...
000000/222989960
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 353, "video_id": 227938578, "motion_score": 3.37, "cluster_id": 21977, "fps": 23.976023976023978, "video_duration_in_s": 16.850166666666667, "num_frames": 404, "height": 342, "width": 608, "file_size_mb": 1.486003875732422, "number_of_I_frames": 2, "motion_vector_magnitude_mean...
000000/227938578
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 358, "video_id": 229093562, "motion_score": 3.37, "cluster_id": 83614, "fps": 30, "video_duration_in_s": 13.066666666666666, "num_frames": 392, "height": 342, "width": 608, "file_size_mb": 1.2514257431030271, "number_of_I_frames": 2, "motion_vector_magnitude_mean": 9.1951633945...
000000/229093562
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 163, "video_id": 231853508, "motion_score": 3.43, "cluster_id": 55050, "fps": 25, "video_duration_in_s": 27.44, "num_frames": 686, "height": 342, "width": 608, "file_size_mb": 2.805356025695801, "number_of_I_frames": 3, "motion_vector_magnitude_mean": 44.67571191721551, "moti...
000000/231853508
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 313, "video_id": 233615920, "motion_score": 3.38, "cluster_id": 128513, "fps": 23.976, "video_duration_in_s": 6.631631631631632, "num_frames": 159, "height": 342, "width": 608, "file_size_mb": 0.6333637237548828, "number_of_I_frames": 5, "motion_vector_magnitude_mean": 38.50784...
000000/233615920
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 99, "video_id": 23487571, "motion_score": 3.47, "cluster_id": 47730, "fps": 29.97002997002997, "video_duration_in_s": 18.88553333333333, "num_frames": 566, "height": 342, "width": 608, "file_size_mb": 1.7942256927490234, "number_of_I_frames": 3, "motion_vector_magnitude_mean": ...
000000/23487571
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 425, "video_id": 235974782, "motion_score": 3.35, "cluster_id": 102405, "fps": 25, "video_duration_in_s": 23.36, "num_frames": 584, "height": 342, "width": 608, "file_size_mb": 2.284098625183105, "number_of_I_frames": 3, "motion_vector_magnitude_mean": 34.1538091269388, "moti...
000000/235974782
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 25, "video_id": 236895770, "motion_score": 3.54, "cluster_id": 83798, "fps": 25, "video_duration_in_s": 7.28, "num_frames": 182, "height": 342, "width": 608, "file_size_mb": 0.7219877243041992, "number_of_I_frames": 4, "motion_vector_magnitude_mean": 41.96189862539327, "motio...
000000/236895770
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
{ "Unnamed: 0.1": 419, "video_id": 237090792, "motion_score": 3.35, "cluster_id": 127526, "fps": 25, "video_duration_in_s": 55.56, "num_frames": 1389, "height": 342, "width": 608, "file_size_mb": 5.509544372558594, "number_of_I_frames": 8, "motion_vector_magnitude_mean": 34.82364855522746, "mo...
000000/237090792
hf://datasets/yhlll321654/other@85c17445d13ff363d570868fe63aad252735fc6e/pe_video/pe_video-00000.tar
End of preview.

Video pretraining corpus (videos only)

Videos used for MetaCLIP-H/14 pseudo-labelling, redistributed under each source's license (attribution and non-commercial terms apply where listed). Each directory holds ~10 GB tar shards whose members keep their original relative paths; manifest/<source>.tsv maps every file to its shard. Sources and licenses:

  • pe_video: PE Video, facebook/PE-Video (CC-BY-NC-4.0)
  • videoufo: VideoUFO, WenhaoWang/VideoUFO (CC-BY-4.0)
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