OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
Paper • 2410.23218 • Published • 49
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The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type list<item: struct<type: string, text: string>> to string
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 674, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2224, in cast_table_to_schema
cast_array_to_feature(
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1795, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2052, in cast_array_to_feature
casted_array_values = _c(array.values, feature.feature)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1797, in wrapper
return func(array, *args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2002, in cast_array_to_feature
_c(array.field(name) if name in array_fields else null_array, subfeature)
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1797, in wrapper
return func(array, *args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2086, in cast_array_to_feature
return array_cast(
^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1797, in wrapper
return func(array, *args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1950, in array_cast
raise TypeError(f"Couldn't cast array of type {_short_str(array.type)} to {_short_str(pa_type)}")
TypeError: Couldn't cast array of type list<item: struct<type: string, text: string>> to string
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 1333, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 966, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1919, 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.
messages list | images list |
|---|---|
[
{
"role": "user",
"content": "<image>\ncheck pricing"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [344, 53]}"
}
] | [
"images/screenspot_000878.png"
] |
[
{
"role": "user",
"content": "<image>\ngo to user account page"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [996, 142]}"
}
] | [
"images/screenspot_000607.png"
] |
[
{
"role": "user",
"content": "<image>\nopen the first email from researchgate"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [353, 104]}"
}
] | [
"images/screenspot_000253.png"
] |
[
{
"role": "user",
"content": "<image>\ngradient option"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [889, 448]}"
}
] | [
"images/screenspot_000065.png"
] |
[
{
"role": "user",
"content": "<image>\nhide menu icon"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [420, 159]}"
}
] | [
"images/screenspot_000316.png"
] |
[
{
"role": "user",
"content": "<image>\ncustomize focus time"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [870, 581]}"
}
] | [
"images/screenspot_000470.png"
] |
[
{
"role": "user",
"content": "<image>\ninsert a shape"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [89, 154]}"
}
] | [
"images/screenspot_000281.png"
] |
[
{
"role": "user",
"content": "<image>\nshow the picture of gloden trophy owned by ansenal"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [890, 421]}"
}
] | [
"images/screenspot_001178.png"
] |
[
{
"role": "user",
"content": "<image>\nmore options"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [74, 56]}"
}
] | [
"images/screenspot_000778.png"
] |
[
{
"role": "user",
"content": "<image>\nfrom where"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [165, 149]}"
}
] | [
"images/screenspot_001105.png"
] |
[
{
"role": "user",
"content": "<image>\nopen synapse folder"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [389, 327]}"
}
] | [
"images/screenspot_000188.png"
] |
[
{
"role": "user",
"content": "<image>\nsearch by keyword"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [252, 285]}"
}
] | [
"images/screenspot_000932.png"
] |
[
{
"role": "user",
"content": "<image>\nturn off wifi"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [283, 181]}"
}
] | [
"images/screenspot_000591.png"
] |
[
{
"role": "user",
"content": "<image>\nclose the message box"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [308, 466]}"
}
] | [
"images/screenspot_001043.png"
] |
[
{
"role": "user",
"content": "<image>\ninput my password"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [321, 474]}"
}
] | [
"images/screenspot_001245.png"
] |
[
{
"role": "user",
"content": "<image>\nclose the location labels on the map"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [924, 570]}"
}
] | [
"images/screenspot_001110.png"
] |
[
{
"role": "user",
"content": "<image>\ncheckout"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [863, 235]}"
}
] | [
"images/screenspot_000954.png"
] |
[
{
"role": "user",
"content": "<image>\nopen paint 3d"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [279, 115]}"
}
] | [
"images/screenspot_000114.png"
] |
[
{
"role": "user",
"content": "<image>\nairdrop setting"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [305, 499]}"
}
] | [
"images/screenspot_000418.png"
] |
[
{
"role": "user",
"content": "<image>\ndelete the byte blaze assignee"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [326, 212]}"
}
] | [
"images/screenspot_000861.png"
] |
[
{
"role": "user",
"content": "<image>\nexplore milestones"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [140, 217]}"
}
] | [
"images/screenspot_000901.png"
] |
[
{
"role": "user",
"content": "<image>\nsubscribe to rss feed"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [781, 149]}"
}
] | [
"images/screenspot_000862.png"
] |
[
{
"role": "user",
"content": "<image>\nstart a private meeting"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [488, 226]}"
}
] | [
"images/screenspot_000690.png"
] |
[
{
"role": "user",
"content": "<image>\nopen map"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [611, 366]}"
}
] | [
"images/screenspot_000033.png"
] |
[
{
"role": "user",
"content": "<image>\nenter email address"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [320, 493]}"
}
] | [
"images/screenspot_000980.png"
] |
[
{
"role": "user",
"content": "<image>\nview plugins"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [133, 167]}"
}
] | [
"images/screenspot_000305.png"
] |
[
{
"role": "user",
"content": "<image>\nopen the menu of windows"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [26, 738]}"
}
] | [
"images/screenspot_000051.png"
] |
[
{
"role": "user",
"content": "<image>\nopen the menu"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [34, 83]}"
}
] | [
"images/screenspot_000061.png"
] |
[
{
"role": "user",
"content": "<image>\ncontinue with apple"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [510, 552]}"
}
] | [
"images/screenspot_000653.png"
] |
[
{
"role": "user",
"content": "<image>\nclear input bar"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [658, 267]}"
}
] | [
"images/screenspot_001217.png"
] |
[
{
"role": "user",
"content": "<image>\nreplay the no.82 comment"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [171, 330]}"
}
] | [
"images/screenspot_001017.png"
] |
[
{
"role": "user",
"content": "<image>\nopen app automatic download"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [873, 492]}"
}
] | [
"images/screenspot_000807.png"
] |
[
{
"role": "user",
"content": "<image>\nswitch to 0.5x"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [459, 552]}"
}
] | [
"images/screenspot_000399.png"
] |
[
{
"role": "user",
"content": "<image>\ncheck out jony j's album"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [509, 315]}"
}
] | [
"images/screenspot_000819.png"
] |
[
{
"role": "user",
"content": "<image>\nback"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [57, 62]}"
}
] | [
"images/screenspot_000428.png"
] |
[
{
"role": "user",
"content": "<image>\nset default web browser"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [499, 493]}"
}
] | [
"images/screenspot_000173.png"
] |
[
{
"role": "user",
"content": "<image>\ndisplay recent opened files"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [204, 104]}"
}
] | [
"images/screenspot_000507.png"
] |
[
{
"role": "user",
"content": "<image>\npage 5"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [268, 674]}"
}
] | [
"images/screenspot_000978.png"
] |
[
{
"role": "user",
"content": "<image>\n28"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [647, 411]}"
}
] | [
"images/screenspot_000406.png"
] |
[
{
"role": "user",
"content": "<image>\nopen auto-rotate screen"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [862, 531]}"
}
] | [
"images/screenspot_000542.png"
] |
[
{
"role": "user",
"content": "<image>\ncheck scheduled summary"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [511, 345]}"
}
] | [
"images/screenspot_000386.png"
] |
[
{
"role": "user",
"content": "<image>\nreturn to upper page"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [76, 54]}"
}
] | [
"images/screenspot_000775.png"
] |
[
{
"role": "user",
"content": "<image>\ninsert a square"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [238, 211]}"
}
] | [
"images/screenspot_000283.png"
] |
[
{
"role": "user",
"content": "<image>\ncheck wikipedia"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [694, 726]}"
}
] | [
"images/screenspot_001142.png"
] |
[
{
"role": "user",
"content": "<image>\npin to taskbar"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [950, 80]}"
}
] | [
"images/screenspot_000048.png"
] |
[
{
"role": "user",
"content": "<image>\nshare the shortcut"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [622, 29]}"
}
] | [
"images/screenspot_000329.png"
] |
[
{
"role": "user",
"content": "<image>\ncheck my account"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [647, 22]}"
}
] | [
"images/screenspot_000953.png"
] |
[
{
"role": "user",
"content": "<image>\nchange dark mode options"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [496, 517]}"
}
] | [
"images/screenspot_000546.png"
] |
[
{
"role": "user",
"content": "<image>\ndelete an item"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [88, 676]}"
}
] | [
"images/screenspot_000220.png"
] |
[
{
"role": "user",
"content": "<image>\nmodify the notification permission for google maps"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [512, 466]}"
}
] | [
"images/screenspot_000629.png"
] |
[
{
"role": "user",
"content": "<image>\nopen the page of bougainville island"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [757, 617]}"
}
] | [
"images/screenspot_001194.png"
] |
[
{
"role": "user",
"content": "<image>\ncheck the image"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [309, 407]}"
}
] | [
"images/screenspot_001058.png"
] |
[
{
"role": "user",
"content": "<image>\nundo"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [836, 46]}"
}
] | [
"images/screenspot_000146.png"
] |
[
{
"role": "user",
"content": "<image>\ncancel"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [116, 54]}"
}
] | [
"images/screenspot_000702.png"
] |
[
{
"role": "user",
"content": "<image>\nselect the html as share format"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [956, 250]}"
}
] | [
"images/screenspot_001129.png"
] |
[
{
"role": "user",
"content": "<image>\nopen dynamic shot"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [722, 60]}"
}
] | [
"images/screenspot_000686.png"
] |
[
{
"role": "user",
"content": "<image>\nview the language & region settings"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [825, 249]}"
}
] | [
"images/screenspot_000163.png"
] |
[
{
"role": "user",
"content": "<image>\ncheck file colors"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [348, 205]}"
}
] | [
"images/screenspot_000302.png"
] |
[
{
"role": "user",
"content": "<image>\ndelete carnation breakfast essentials nutritional drink"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [994, 398]}"
}
] | [
"images/screenspot_000956.png"
] |
[
{
"role": "user",
"content": "<image>\nopen the wlan"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [873, 135]}"
}
] | [
"images/screenspot_000381.png"
] |
[
{
"role": "user",
"content": "<image>\nopen paper named flamingo"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [408, 202]}"
}
] | [
"images/screenspot_000330.png"
] |
[
{
"role": "user",
"content": "<image>\nopen exercise log calendar"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [798, 64]}"
}
] | [
"images/screenspot_000665.png"
] |
[
{
"role": "user",
"content": "<image>\nshow password"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [191, 508]}"
}
] | [
"images/screenspot_000994.png"
] |
[
{
"role": "user",
"content": "<image>\nopen windows store"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [218, 372]}"
}
] | [
"images/screenspot_000058.png"
] |
[
{
"role": "user",
"content": "<image>\ndownload current webpage to local as pdf file"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [77, 484]}"
}
] | [
"images/screenspot_001155.png"
] |
[
{
"role": "user",
"content": "<image>\nexplore the new menu"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [511, 331]}"
}
] | [
"images/screenspot_000612.png"
] |
[
{
"role": "user",
"content": "<image>\nsettings"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [960, 52]}"
}
] | [
"images/screenspot_000764.png"
] |
[
{
"role": "user",
"content": "<image>\ncheck week summary"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [506, 458]}"
}
] | [
"images/screenspot_000563.png"
] |
[
{
"role": "user",
"content": "<image>\nbuy gitlab premium"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [475, 656]}"
}
] | [
"images/screenspot_000884.png"
] |
[
{
"role": "user",
"content": "<image>\nhide this forum"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [872, 366]}"
}
] | [
"images/screenspot_001068.png"
] |
[
{
"role": "user",
"content": "<image>\nenter email address"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [836, 547]}"
}
] | [
"images/screenspot_000971.png"
] |
[
{
"role": "user",
"content": "<image>\ndisplay options"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [516, 408]}"
}
] | [
"images/screenspot_000548.png"
] |
[
{
"role": "user",
"content": "<image>\nlock the memo"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [780, 29]}"
}
] | [
"images/screenspot_000255.png"
] |
[
{
"role": "user",
"content": "<image>\napple store"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [512, 466]}"
}
] | [
"images/screenspot_000814.png"
] |
[
{
"role": "user",
"content": "<image>\nmore information of n-lab project"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [985, 203]}"
}
] | [
"images/screenspot_000921.png"
] |
[
{
"role": "user",
"content": "<image>\nopen settings"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [882, 467]}"
}
] | [
"images/screenspot_000595.png"
] |
[
{
"role": "user",
"content": "<image>\nback to the previous page"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [27, 58]}"
}
] | [
"images/screenspot_000105.png"
] |
[
{
"role": "user",
"content": "<image>\ntake short video"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [747, 198]}"
}
] | [
"images/screenspot_000680.png"
] |
[
{
"role": "user",
"content": "<image>\nswitch to projects"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [141, 110]}"
}
] | [
"images/screenspot_000900.png"
] |
[
{
"role": "user",
"content": "<image>\nopen settings"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [825, 152]}"
}
] | [
"images/screenspot_000749.png"
] |
[
{
"role": "user",
"content": "<image>\nview all users"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [398, 170]}"
}
] | [
"images/screenspot_000942.png"
] |
[
{
"role": "user",
"content": "<image>\nadd or scan accessory"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [244, 573]}"
}
] | [
"images/screenspot_000435.png"
] |
[
{
"role": "user",
"content": "<image>\nview the comments of the first book"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [111, 318]}"
}
] | [
"images/screenspot_001015.png"
] |
[
{
"role": "user",
"content": "<image>\njoin a meeting"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [131, 134]}"
}
] | [
"images/screenspot_000706.png"
] |
[
{
"role": "user",
"content": "<image>\npower on"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [323, 378]}"
}
] | [
"images/screenspot_000579.png"
] |
[
{
"role": "user",
"content": "<image>\nzoom in"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [932, 741]}"
}
] | [
"images/screenspot_000190.png"
] |
[
{
"role": "user",
"content": "<image>\nturn off airdrop"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [932, 156]}"
}
] | [
"images/screenspot_000204.png"
] |
[
{
"role": "user",
"content": "<image>\nrefresh the page"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [122, 86]}"
}
] | [
"images/screenspot_000606.png"
] |
[
{
"role": "user",
"content": "<image>\nopen do not disturb"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [791, 307]}"
}
] | [
"images/screenspot_000351.png"
] |
[
{
"role": "user",
"content": "<image>\ndelete pre-baked gingerbread house kit value pack"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [995, 560]}"
}
] | [
"images/screenspot_000957.png"
] |
[
{
"role": "user",
"content": "<image>\ncheck for two unread messages"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [994, 739]}"
}
] | [
"images/screenspot_000108.png"
] |
[
{
"role": "user",
"content": "<image>\ntry it now"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [840, 259]}"
}
] | [
"images/screenspot_000449.png"
] |
[
{
"role": "user",
"content": "<image>\nzoom out"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [909, 741]}"
}
] | [
"images/screenspot_000189.png"
] |
[
{
"role": "user",
"content": "<image>\nsign in the website"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [984, 39]}"
}
] | [
"images/screenspot_001236.png"
] |
[
{
"role": "user",
"content": "<image>\nchoose the stack mode"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [512, 205]}"
}
] | [
"images/screenspot_000385.png"
] |
[
{
"role": "user",
"content": "<image>\nopen documents"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [601, 727]}"
}
] | [
"images/screenspot_000487.png"
] |
[
{
"role": "user",
"content": "<image>\ncheck the pinned files"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [293, 122]}"
}
] | [
"images/screenspot_000364.png"
] |
[
{
"role": "user",
"content": "<image>\nsettings"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [945, 50]}"
}
] | [
"images/screenspot_000753.png"
] |
[
{
"role": "user",
"content": "<image>\nnumber 5"
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [705, 690]}"
}
] | [
"images/screenspot_000072.png"
] |
[
{
"role": "user",
"content": "<image>\nopen page about arsenal f.c."
},
{
"role": "assistant",
"content": "{\"action\": \"left_click\", \"coordinate\": [485, 543]}"
}
] | [
"images/screenspot_001167.png"
] |
End of preview.
ScreenSpot MLX-VLM Dataset
Multi-format VLM dataset for GUI grounding / pixel coordinate prediction. Formatted for training with mlx-vlm.
Formats
Each model family has its own data directory with the correct format:
| Model Family | Directory | Description |
|---|---|---|
| SmolVLM/IDEFICS3 | data/smolvlm/ |
Structured content blocks |
| Qwen2-VL | data/qwen2-vl/ |
Inline vision tokens |
| PaliGemma | data/paligemma/ |
Prefix token format |
| LLaVA | data/llava/ |
Newline separator format |
Statistics
- Total Examples: 1,272
- Train: 1,017
- Validation: 127
- Test: 128
Source Datasets
| Source | HuggingFace ID | Examples |
|---|---|---|
| ScreenSpot | KevinQHLin/ScreenSpot | 1,272 |
Usage
With HuggingFace Datasets
from datasets import load_dataset
# Load SmolVLM format
ds = load_dataset("pierretokns/screenspot-mlx-ccmcp", data_dir="data/smolvlm")
# Load Qwen2-VL format
ds = load_dataset("pierretokns/screenspot-mlx-ccmcp", data_dir="data/qwen2-vl")
With mlx-vlm
# Train SmolVLM
uv run python -m mlx_vlm.lora \
--model HuggingFaceTB/SmolVLM-256M-Instruct \
--data pierretokns/screenspot-mlx-ccmcp \
--data-dir data/smolvlm \
--iters 500
Output Format
All formats output JSON with action coordinates:
{"action": "left_click", "coordinate": [847, 523]}
SmolVLM Format
{"messages": [{"role": "user", "content": [{"type": "image"}, {"type": "text", "text": "Click Submit"}]}, {"role": "assistant", "content": [{"type": "text", "text": "{...}"}]}], "images": ["images/001.png"]}
Qwen2-VL Format
{"messages": [{"role": "user", "content": "<|vision_start|><|image_pad|><|vision_end|>Click Submit"}, {"role": "assistant", "content": "{...}"}], "images": ["images/001.png"]}
License
Apache 2.0
Citation
If you use this dataset, please cite the original sources:
- ScreenSpot: SeeClick Paper
- OS-Atlas: OS-Atlas Paper
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