Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding
Paper • 2503.18478 • Published • 1
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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 1531, in _prepare_split_single
for key, record in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 127, 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 1400, 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 977, 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 786, 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 1369, 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 948, 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 1393, 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 1571, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
mp4 video | __key__ string | __url__ string |
|---|---|---|
LLaVA178k/ActivityNet-QA/activitynet/train/v_---9CpRcKoU | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_-AjZCBMb4qU | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_-BVpaPkee2I | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_-DTxZliHCTE | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_-FbWTFJ3kV0 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_-G-sh-NhYtk | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_-G8N5FxjZbw | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_-HaFSqzE4Nc | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_-lV2zo5XsCg | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_-s1MQAiOMeY | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_-tv6laq1ic0 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_-ux1hQSR1AM | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_-v-Zail6TNw | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_-z0ZvJD9gY4 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0BXBfSWIR2k | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0CTnYEE7rdo | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0Gr4aKQzGYk | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0JpULUYPDX0 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0Mn0gxECBLA | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0PnAEoMx-v0 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0PyY_iHBZHk | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0Zg9UgCp4a4 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0_BvBpwDMpU | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0acEl97ZBME | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0ivHmKR8cUw | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0p3JN4KJsUs | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0xxl3iG3VKY | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0z7qHOca3D4 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_0zXTrkgUj0U | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_1-nEQf-TJPE | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_1JHqxhajh60 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_1R25VGmqS9o | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_1cccnJAK7TI | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_1oaJBEdY6ao | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_1oyWMusaDTI | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_20i6YGSnt-c | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_2NAbdlHXcTI | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_2PAVJbmj2lQ | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_2R_TVXvocQs | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_2RfasAe0-tA | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_2Xfigl8xrXc | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_2YSsqivrvR4 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_2_Tgrk8iJpE | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_2bEr09bbqAA | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_2gV2apTrRHs | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_2j-DRUk2yCs | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_2zwUExKXw9s | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_32-Bxdbf3mQ | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_35DlDj_hzvg | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_35Xzs3Bz1hQ | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3HHAEmr0Q34 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3HUoSa_3vpc | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3Hgwyprv8u4 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3I6LMFdA2lc | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3UOWHwwxczI | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3Wjig_NRlnU | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3_hJrb_aDWU | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3gQsAKZ71tU | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3kcGcDv0NOw | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3lla2AaJgNA | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3mlxwa9Ve5I | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3mymOHc5-Gs | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3nvVkcxxaJ4 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3oJ62-Ce9ys | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3sL7fLHM09c | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3w5xIOwFUXU | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_3zPoB-_JxEc | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_41xqneu4_RA | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_4BRCZaaITn0 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_4DmsWE6byuw | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_4E40jmmc2N8 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_4L0mci9CTPg | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_4P0zJEfqCoM | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_4U13LEMIdi4 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_4X8raZBOzvM | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_4dyn1oKJO34 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_4l8r_wBuJ6Y | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_4rmo35vpG00 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_50oy8wP2Wo8 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_54K2F3zAZ0o | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_56sQMnSUWaI | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5HCYb6qfkdk | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5HW6mjZZvtY | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5MpJCKOxRVs | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5Q8ltS84BBg | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5QBRDpzedoI | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5V47VQHzWHc | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5ZmZr2bguy0 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5bZ2FdbAKiQ | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5g70tfGYWDk | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5j6j4NJkUXA | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5kBKAfEX7XA | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5kIl4TspdR0 | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5rtrGkZNfLo | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5sYPXv0RkiM | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5sl-E-AwptI | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5xgBlI9Xx0I | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5yfDyVVkPuU | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_5zPTTiJiXUY | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar | |
LLaVA178k/ActivityNet-QA/activitynet/train/v_66BGqvwHbUw | hf://datasets/SamChen567/Video-XL-Pro-Union@2ef64b44d4475686c50feea2932f2a7ae3e63d84/media_shards/LLaVA178k/LLaVA178k-00000.tar |
End of preview.
Video-XL / Video-XL-Pro 訓練資料（聯集整理版）
依據以下兩篇論文整理的 SFT 訓練資料，兩者取聯集；兩者重疊的資料集一律採用 Video-XL-Pro 版本的標註。
- Video-XL-Pro: arXiv 2503.18478
- Video-XL: arXiv 2409.14485
標註只收錄兩個官方 repo（MINT-SJTU/Video-XL-Pro-Training、sy1998/Video_XL_Training）中有的檔案，且只保留標註實際引用到的媒體。論文或 repo 中沒有的資料集都已移除。Video-XL 的 pretraining 資料（LAION-2M 子集）因品質不佳不收錄。
目錄結構
annotations/
sft/ # SFT 標註（LLaVA 格式：id / image|video / conversations）
media/ # 標註引用到的所有圖片與影片；標註中的路徑皆相對於此資料夾
tools/ # 整理、驗證、上傳用的腳本
訓練時把 image folder / video folder 設為 media/ 即可。所有標註路徑都已用 tools/verify_paths.py 驗證過，缺檔數為 0。
SFT 資料
| 標註檔 | 樣本數 | 媒體數 | 類型 | 出處 | 媒體來源 |
|---|---|---|---|---|---|
| bunny_390k.json | 390,381 | 228,598 | 圖片 | 兩篇皆有 (Bunny) | Video-XL repo 的 Bunny 圖片 |
| ocrvqa_19k.json | 19,458 | 19,458 | 圖片 | Pro (OCR-VQA) | Bunny 圖片 + BAAI/DataOptim 的 OCR-VQA 補齊 |
| gpt4o_image_21k.json | 21,483 | 21,483 | 圖片 | 兩篇皆有 (ShareGPT-4o) | OpenGVLab/ShareGPT-4o |
| scienceqa_3k.json | 3,873 | 3,873 | 圖片 | Pro (ScienceQA) | derek-thomas/ScienceQA |
| llava178k_281k.json | 281,481 | 35,486 | 影片 | Pro (LLaVA-Video-178K) | lmms-lab/LLaVA-Video-178K |
| vcg_107k.json | 107,080 | 6,262 | 影片 | 兩篇皆有 (VCG / VCG+) | Video-XL repo + MBZUAI/VideoGPT-plus_Training_Dataset |
| finevideo_43k.json | 43,716 | 43,716 | 影片 | Pro (FineVideo) | HuggingFaceFV/finevideo |
| sharegpt4v_38k.json | 38,169 | 38,169 | 影片 | Pro (ShareGPT4Video) | Video-XL repo |
| nextqa_32k.json | 32,425 | 3,870 | 影片 | 兩篇皆有 (NExT-QA) | Video-XL repo |
| cinepine_28k.json | 28,500 | 8,206 | 影片 | 兩篇皆有 (CinePile) | Video-XL repo |
| activitynetqa_15k.json | 15,266 | 1,607 | 影片 | Pro (ActivityNet-QA) | LLaVA-Video-178K |
| baaicaption_10k.json | 10,555 | 10,555 | 影片 | Video-XL（內部 GPT-4V caption） | Video-XL repo |
| VICO.json | 8,129 | 8,129 | 影片 | Video-XL (VICO) | Video-XL repo（CinePile 影片） |
| gpt4o_video_2k.json | 2,006 | 2,006 | 影片 | 兩篇皆有 (ShareGPT-4o) | Video-XL repo |
| VDC_1k.json | 975 | 975 | 影片 | Pro (VDC) | wchai/Video-Detailed-Caption |
| ego_4d_0.7k.json | 707 | 707 | 影片 | Pro (Ego4D) | Video-XL repo |
相對於原始標註的修改
activitynetqa_15k.json改指向LLaVA178k/ActivityNet-QA/...（與 LLaVA-Video-178K 為同一批影片）。finevideo_43k.json：移除原始檔中 35 筆conversations為空的樣本（43,751 → 43,716）。vcg_107k.json：359 部影片實際為.mkv/.webm，路徑副檔名已改成實際檔名（影響 6,122 筆樣本）。- FineVideo、ScienceQA 的原始檔名被作者改成 uuid：FineVideo 用 QA 內容完整比對對回原影片；ScienceQA 用題目、答案文字加上 uuid1 時間順序對回原圖（順序為 test → train → validation，對齊無歧義）。對應方式見
tools/finevideo_map.py。
注意事項
scienceqa_3k有一部分來自 ScienceQA 的 test split；VDC_1k是 VDC benchmark 本身。如果要在這兩個 benchmark 上評測，需先排除。- 部分影片來源（Ego4D、ActivityNet）與 MLVU 等長影片 benchmark 的來源資料集相同，但標註不同。
- 未收錄：Video-XL 論文提到的 MMDU（20k），兩個 repo 都沒有釋出其標註；Video-XL-Pro ReCoT 階段使用的 LLaVA-Video 750k 影片也沒有對應標註。
- 未收錄：Video-XL-Pro 的 pretraining 資料（LLaVA-OneVision、LAION-2M、Charades、OpenViD 的子集）。論文沒有說明是哪些子集，標註也沒有釋出。
- 各子資料集沿用其原始授權，使用前請確認。
上傳到 Hugging Face
python tools/pack_and_upload.py <user>/<repo> --dry-run # 先看分片規劃
python tools/pack_and_upload.py <user>/<repo> # 上傳（預設 private）
media/ 會被打包成每片約 10GB 的 tar（media_shards/<資料夾>/<資料夾>-00000.tar），一次只打包一片，上傳完立刻刪除，中斷後重跑會跳過已上傳的分片。下載後用 bash tools/unpack_shards.sh 還原成 media/。
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