MM-MergeBench
Collection
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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'id'}) and 1 missing columns ({'question_id'}).
This happened while the json dataset builder was generating data using
hf://datasets/AuroraZengfh/MM-MergeBench/Seen_data/Grounding/train.json (at revision 21a32b0559369816f9265ac0b036e617238aa38a), ['hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/Flickr30k/train_brief.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/Grounding/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/IconQA/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/ImageNet/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/OCRVQA/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/ScienceQA/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/VQAv2/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/VizWiz/train.json'], ['hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/Flickr30k/train_brief.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/Grounding/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/IconQA/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/ImageNet/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/OCRVQA/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/ScienceQA/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/VQAv2/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/VizWiz/train.json']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
id: string
image: string
conversations: list<item: struct<from: string, value: string>>
child 0, item: struct<from: string, value: string>
child 0, from: string
child 1, value: string
to
{'question_id': Value('string'), 'image': Value('string'), 'conversations': List({'from': Value('string'), 'value': Value('string')})}
because column names don't match
During handling of the above exception, another exception occurred:
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 1683, 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 1839, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'id'}) and 1 missing columns ({'question_id'}).
This happened while the json dataset builder was generating data using
hf://datasets/AuroraZengfh/MM-MergeBench/Seen_data/Grounding/train.json (at revision 21a32b0559369816f9265ac0b036e617238aa38a), ['hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/Flickr30k/train_brief.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/Grounding/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/IconQA/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/ImageNet/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/OCRVQA/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/ScienceQA/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/VQAv2/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/VizWiz/train.json'], ['hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/Flickr30k/train_brief.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/Grounding/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/IconQA/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/ImageNet/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/OCRVQA/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/ScienceQA/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/VQAv2/train.json', 'hf://datasets/AuroraZengfh/MM-MergeBench@21a32b0559369816f9265ac0b036e617238aa38a/Seen_data/VizWiz/train.json']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
question_id string | image string | conversations list |
|---|---|---|
1000092795 | flickr30k/train/1000092795.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two young guys with shaggy hair look at their hands while hanging out in the yard"
}
] |
1000092795 | flickr30k/train/1000092795.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two young, White males are outside near many bushes"
}
] |
1000092795 | flickr30k/train/1000092795.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two men in green shirts are standing in a yard"
}
] |
1000092795 | flickr30k/train/1000092795.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man in a blue shirt standing in a garden"
}
] |
1000092795 | flickr30k/train/1000092795.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two friends enjoy time spent together"
}
] |
1000268201 | flickr30k/train/1000268201.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A child in a pink dress is climbing up a set of stairs in an entry way"
}
] |
1000268201 | flickr30k/train/1000268201.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A little girl in a pink dress going into a wooden cabin"
}
] |
1000268201 | flickr30k/train/1000268201.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A little girl climbing the stairs to her playhouse"
}
] |
1000268201 | flickr30k/train/1000268201.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A little girl climbing into a wooden playhouse"
}
] |
1000268201 | flickr30k/train/1000268201.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A girl going into a wooden building"
}
] |
1000344755 | flickr30k/train/1000344755.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Someone in a blue shirt and hat is standing on stair and leaning against a window"
}
] |
1000344755 | flickr30k/train/1000344755.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man in a blue shirt is standing on a ladder cleaning a window"
}
] |
1000344755 | flickr30k/train/1000344755.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man on a ladder cleans the window of a tall building"
}
] |
1000344755 | flickr30k/train/1000344755.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "man in blue shirt and jeans on ladder cleaning windows"
}
] |
1000344755 | flickr30k/train/1000344755.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "a man on a ladder cleans a window"
}
] |
1000366164 | flickr30k/train/1000366164.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two men, one in a gray shirt, one in a black shirt, standing near a stove"
}
] |
1000366164 | flickr30k/train/1000366164.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two guy cooking and joking around with the camera"
}
] |
1000366164 | flickr30k/train/1000366164.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two men in a kitchen cooking food on a stove"
}
] |
1000366164 | flickr30k/train/1000366164.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two men are at the stove preparing food"
}
] |
1000366164 | flickr30k/train/1000366164.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two men are cooking a meal"
}
] |
1000523639 | flickr30k/train/1000523639.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two people in the photo are playing the guitar and the other is poking at him"
}
] |
1000523639 | flickr30k/train/1000523639.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man in green holds a guitar while the other man observes his shirt"
}
] |
1000523639 | flickr30k/train/1000523639.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man is fixing the guitar players costume"
}
] |
1000523639 | flickr30k/train/1000523639.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "a guy stitching up another man 's coat"
}
] |
1000523639 | flickr30k/train/1000523639.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "the two boys playing guitar"
}
] |
10010052 | flickr30k/train/10010052.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A girl is on rollerskates talking on her cellphone standing in a parking lot"
}
] |
10010052 | flickr30k/train/10010052.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A trendy girl talking on her cellphone while gliding slowly down the street"
}
] |
10010052 | flickr30k/train/10010052.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A young adult wearing rollerblades, holding a cellular phone to her ear"
}
] |
10010052 | flickr30k/train/10010052.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "there is a young girl on her cellphone while skating"
}
] |
10010052 | flickr30k/train/10010052.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Woman talking on cellphone and wearing rollerskates"
}
] |
1001465944 | flickr30k/train/1001465944.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "An asian man wearing a black suit stands near a dark-haired woman and a brown-haired woman"
}
] |
1001465944 | flickr30k/train/1001465944.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Three people are standing outside near large pipes and a metal railing"
}
] |
1001465944 | flickr30k/train/1001465944.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A young woman walks past two young people dressed in hip black outfits"
}
] |
1001465944 | flickr30k/train/1001465944.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A woman with a large purse is walking by a gate"
}
] |
1001465944 | flickr30k/train/1001465944.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Several people standing outside a building"
}
] |
1001545525 | flickr30k/train/1001545525.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two men in Germany jumping over a rail at the same time without shirts"
}
] |
1001545525 | flickr30k/train/1001545525.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two youths are jumping over a roadside railing, at night"
}
] |
1001545525 | flickr30k/train/1001545525.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Boys dancing on poles in the middle of the night"
}
] |
1001545525 | flickr30k/train/1001545525.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two men with no shirts jumping over a rail"
}
] |
1001545525 | flickr30k/train/1001545525.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "two guys jumping over a gate together"
}
] |
1001573224 | flickr30k/train/1001573224.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Five ballet dancers caught mid jump in a dancing studio with sunlight coming through a window"
}
] |
1001573224 | flickr30k/train/1001573224.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Ballet dancers in a studio practice jumping with wonderful form"
}
] |
1001573224 | flickr30k/train/1001573224.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Five girls are leaping simultaneously in a dance practice room"
}
] |
1001573224 | flickr30k/train/1001573224.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Five girls dancing and bending feet in ballet class"
}
] |
1001573224 | flickr30k/train/1001573224.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A ballet class of five girls jumping in sequence"
}
] |
1001633352 | flickr30k/train/1001633352.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Three young men and a young woman wearing sneakers are leaping in midair at the top of a flight of concrete stairs"
}
] |
1001633352 | flickr30k/train/1001633352.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Four casually dressed guys jumping down a stairway outdoors with a stone wall behind them"
}
] |
1001633352 | flickr30k/train/1001633352.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Four guys three wearing hats one not are jumping at the top of a staircase"
}
] |
1001633352 | flickr30k/train/1001633352.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Four men with excited faces are jumping down from the top of stairs"
}
] |
1001633352 | flickr30k/train/1001633352.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Four people are jumping from the top of a flight of stairs"
}
] |
1001773457 | flickr30k/train/1001773457.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A black dog and a white dog with brown spots are staring at each other in the street"
}
] |
1001773457 | flickr30k/train/1001773457.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A black dog and a tri-colored dog playing with each other on the road"
}
] |
1001773457 | flickr30k/train/1001773457.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two dogs of different breeds looking at each other on the road"
}
] |
1001773457 | flickr30k/train/1001773457.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two dogs on pavement moving toward each other"
}
] |
1001773457 | flickr30k/train/1001773457.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A black dog and a spotted dog are fighting"
}
] |
1001896054 | flickr30k/train/1001896054.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man with reflective safety clothes and ear protection drives a John Deere tractor on a road"
}
] |
1001896054 | flickr30k/train/1001896054.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "John Deere tractors cruises down a street, while the driver wears easy to see clothing"
}
] |
1001896054 | flickr30k/train/1001896054.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man in a neon green and orange uniform is driving on a green tractor"
}
] |
1001896054 | flickr30k/train/1001896054.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man in a tractor wearing headphones driving down a paved street"
}
] |
1001896054 | flickr30k/train/1001896054.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man driving a John Deere tractor on a main road in the country"
}
] |
100207720 | flickr30k/train/100207720.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A young woman with dark hair and wearing glasses is putting white powder on a cake using a sifter"
}
] |
100207720 | flickr30k/train/100207720.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A lady in a black top with glasses is sprinkling powdered sugar on a bundt cake"
}
] |
100207720 | flickr30k/train/100207720.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A woman wearing glasses sprinkles powdered sugar onto her bundt cake"
}
] |
100207720 | flickr30k/train/100207720.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Girl in black jacket sifting powdered sugar over a chocolate cake"
}
] |
100207720 | flickr30k/train/100207720.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A standing woman holds a pan over a cake"
}
] |
1002674143 | flickr30k/train/1002674143.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A small girl in the grass plays with fingerpaints in front of a white canvas with a rainbow on it"
}
] |
1002674143 | flickr30k/train/1002674143.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A little girl covered in paint sits in front of a painted rainbow with her hands in a bowl"
}
] |
1002674143 | flickr30k/train/1002674143.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "There is a girl with pigtails sitting in front of a rainbow painting"
}
] |
1002674143 | flickr30k/train/1002674143.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A little girl is sitting in front of a large painted rainbow"
}
] |
1002674143 | flickr30k/train/1002674143.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Young girl with pigtails painting outside in the grass"
}
] |
1003163366 | flickr30k/train/1003163366.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "a man sleeping on a bench outside with a white and black dog sitting next to him"
}
] |
1003163366 | flickr30k/train/1003163366.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man lays on the bench to which a white dog is also tied"
}
] |
1003163366 | flickr30k/train/1003163366.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "man laying on bench holding leash of dog sitting on ground"
}
] |
1003163366 | flickr30k/train/1003163366.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A shirtless man lies on a park bench with his dog"
}
] |
1003163366 | flickr30k/train/1003163366.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man lays on a bench while his dog sits by him"
}
] |
1003420127 | flickr30k/train/1003420127.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A group of adults, inside a home, sitting on chairs arranged in a circle, playing a type of musical instruments"
}
] |
1003420127 | flickr30k/train/1003420127.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Five musicians, a man and four women, practicing sheet music (using flutes) in a living room"
}
] |
1003420127 | flickr30k/train/1003420127.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "People gathered in a circle, some holding musical instruments"
}
] |
1003420127 | flickr30k/train/1003420127.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "People gathered in a room to talk about their favorite tunes"
}
] |
1003420127 | flickr30k/train/1003420127.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Five people are sitting in a circle with instruments"
}
] |
100577935 | flickr30k/train/100577935.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man with a goatee in a black shirt and white latex gloves is using a tattoo gun to place a tattoo on someone 's back"
}
] |
100577935 | flickr30k/train/100577935.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man is putting a tattoo on a another 's man upper back"
}
] |
100577935 | flickr30k/train/100577935.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man with a black shirt giving another man a tattoo"
}
] |
100577935 | flickr30k/train/100577935.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man is putting tattoo on his back"
}
] |
100577935 | flickr30k/train/100577935.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man getting a tattoo on his back"
}
] |
1006452823 | flickr30k/train/1006452823.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "two children, a girl and a boy are practicing their writing"
}
] |
1006452823 | flickr30k/train/1006452823.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two children sit on a small seesaw in the sand"
}
] |
1006452823 | flickr30k/train/1006452823.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two children sitting on a teeter totter"
}
] |
1006452823 | flickr30k/train/1006452823.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "2 kids playing on a seesaw"
}
] |
1006452823 | flickr30k/train/1006452823.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "Two kids sit on a seesaw"
}
] |
100652400 | flickr30k/train/100652400.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man in a blue hard hat and orange safety vest stands in an intersection while holding a flag"
}
] |
100652400 | flickr30k/train/100652400.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man wearing a hard hat and a caution vest is standing in the street waving an orange flag"
}
] |
100652400 | flickr30k/train/100652400.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man in bright vest and hard hat holds a flag on a street corner covered in spray paint"
}
] |
100652400 | flickr30k/train/100652400.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A construction worker is standing in the street and holding a red flag"
}
] |
100652400 | flickr30k/train/100652400.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man wearing a reflective vest and a hard hat holds a flag in the road"
}
] |
1007129816 | flickr30k/train/1007129816.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "The man with pierced ears is wearing glasses and an orange hat"
}
] |
1007129816 | flickr30k/train/1007129816.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man with glasses is wearing a beer can crocheted hat"
}
] |
1007129816 | flickr30k/train/1007129816.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man with gauges and glasses is wearing a Blitz hat"
}
] |
1007129816 | flickr30k/train/1007129816.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man in an orange hat starring at something"
}
] |
1007129816 | flickr30k/train/1007129816.jpg | [
{
"from": "human",
"value": "<image>\nWhat is happening in the image?\nGenerate a brief caption for the image."
},
{
"from": "gpt",
"value": "A man wears an orange hat and glasses"
}
] |
End of preview.
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
Card of Dataset for Multimodal Large Language Model
Dataset details and sources
This dataset is constructed using publicly available instruction tuning datasets, including COCO, ScienceQA, VizWiz, ImageNet, VQAv2, ImageNet-R, Flickr30k, OCRVQA, Screen2words and TabMWP.
Seen datasets for merging
| Dataset | Image Source | Download Path |
|---|---|---|
| ScienceQA | ScienceQA | images |
| VizWiz | VizWiz | images |
| ImageNet | ImageNet | images |
| VQAv2, Flickr30k | COCO2014 | images |
| IconQA | IconQA | images |
| Flickr30k | Flickr30k | images |
| OCRVQA | OCRVQA | images |
Unseen datasets for merging
| Dataset | Image Source | Download Path |
|---|---|---|
| AOKVQA | COCO2014 | images |
| ImageNet-R | ImageNet-R | images |
| Screen2words | Screen2words | images |
| TabMWP | TabMWP | images |
Please download these datasets before proceeding with instruction tuning.
RobustMerge
Paper: RobustMerge: Parameter-Efficient Model Merging for MLLMs with Direction Robustness
Code: github.com/AuroraZengfh/RobustMerge
If you find this work useful, consider citing our paper as follows:
@article{zeng2025parameter,
title={RobustMerge: Parameter-Efficient Model Merging for MLLMs with Direction Robustness},
author={Zeng, Fanhu and Guo, Haiyang and Zhu, Fei and Shen, Li and Tang, Hao},
journal={arXiv preprint arXiv:2502.17159},
year={2025}
}
license: mit
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