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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 ({'gemini_pred'})
This happened while the csv dataset builder was generating data using
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'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/caretaker_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/caretaker_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/civil_engineer_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/civil_engineer_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/director_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/director_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/engineer_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/engineer_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/engineering_technician_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/engineering_technician_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/finance_analyst_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/finance_analyst_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/further_ed_teacher_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/further_ed_teacher_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/higher_ed_teacher_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/higher_ed_teacher_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/it_operations_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/it_operations_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/it_support_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/it_support_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/lab_technician_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/lab_technician_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/mechanic_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/mechanic_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/nurse_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/nurse_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/office_manager_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/office_manager_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/personal_assistant_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/personal_assistant_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/sales_executive_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/sales_executive_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/secondary_teacher_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/secondary_teacher_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/sports_coach_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/sports_coach_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/teaching_assistant_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/teaching_assistant_uk/predictions.csv']
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 1848, 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 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
image_path: string
abs_path: string
prompt_id: int64
occupation: string
prompt: string
seed: int64
attempt: int64
variant: string
method: string
prompt_form: string
gemini_pred: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1547
to
{'image_path': Value('string'), 'abs_path': Value('string'), 'prompt_id': Value('int64'), 'occupation': Value('string'), 'prompt': Value('string'), 'seed': Value('int64'), 'attempt': Value('int64'), 'variant': Value('string'), 'method': Value('string'), 'prompt_form': 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 1694, 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 1850, 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 ({'gemini_pred'})
This happened while the csv dataset builder was generating data using
hf://datasets/fassabilf/ift-eval-uk-dpo/val_ep10/accountant_uk/predictions.csv (at revision c61fdb46e443cb8b6ad0eea17963570ae4096085), ['hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/accountant_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/accountant_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/caretaker_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/caretaker_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/civil_engineer_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/civil_engineer_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/director_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/director_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/engineer_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/engineer_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/engineering_technician_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/engineering_technician_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/finance_analyst_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/finance_analyst_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/further_ed_teacher_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/further_ed_teacher_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/higher_ed_teacher_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/higher_ed_teacher_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/it_operations_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/it_operations_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/it_support_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/it_support_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/lab_technician_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/lab_technician_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/mechanic_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/mechanic_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/nurse_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/nurse_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/office_manager_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/office_manager_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/personal_assistant_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/personal_assistant_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/sales_executive_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/sales_executive_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/secondary_teacher_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/secondary_teacher_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/sports_coach_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/sports_coach_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/teaching_assistant_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep10/teaching_assistant_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep12/accountant_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep12/accountant_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep12/caretaker_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep12/caretaker_uk/predictions.csv', 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'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/mechanic_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/nurse_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/nurse_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/office_manager_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/office_manager_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/personal_assistant_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/personal_assistant_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/sales_executive_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/sales_executive_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/secondary_teacher_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/secondary_teacher_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/sports_coach_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/sports_coach_uk/predictions.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/teaching_assistant_uk/manifest.csv', 'hf://datasets/fassabilf/ift-eval-uk-dpo@c61fdb46e443cb8b6ad0eea17963570ae4096085/val_ep8/teaching_assistant_uk/predictions.csv']
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.
image_path string | abs_path string | prompt_id int64 | occupation string | prompt string | seed int64 | attempt int64 | variant string | method string | prompt_form string |
|---|---|---|---|---|---|---|---|---|---|
images/accountant_uk/000_s0.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/000_s0.png | 0 | accountant_uk | a portrait of an accountant filing a return through an online portal in the United Kingdom, single subject, face clearly visible, upper body in frame | 0 | 0 | base | zeroshot | full |
images/accountant_uk/001_s1.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/001_s1.png | 1 | accountant_uk | a realistic photo of an accountant filing a return through an online portal in the United Kingdom, single subject, face clearly visible, upper body in frame | 1 | 0 | base | zeroshot | full |
images/accountant_uk/002_s2.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/002_s2.png | 2 | accountant_uk | a documentary-style photo of an accountant archiving accounts into a box file in the United Kingdom, single subject, face clearly visible, upper body in frame | 2 | 0 | base | zeroshot | full |
images/accountant_uk/003_s3.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/003_s3.png | 3 | accountant_uk | a full-body photo of an accountant archiving accounts into a box file in the United Kingdom, single subject, face clearly visible, upper body in frame | 3 | 0 | base | zeroshot | full |
images/accountant_uk/004_s4.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/004_s4.png | 4 | accountant_uk | a close-up photo of an accountant at a desk with financial documents and a computer in the United Kingdom, single subject, face clearly visible, upper body in frame | 4 | 0 | base | zeroshot | full |
images/accountant_uk/005_s5.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/005_s5.png | 5 | accountant_uk | a realistic photo of an accountant working through a trial balance in the United Kingdom, single subject, face clearly visible, upper body in frame | 5 | 0 | base | zeroshot | full |
images/accountant_uk/006_s6.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/006_s6.png | 6 | accountant_uk | a professional headshot of an accountant closing a month-end ledger on a screen in the United Kingdom, single subject, face clearly visible, upper body in frame | 6 | 0 | base | zeroshot | full |
images/accountant_uk/007_s7.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/007_s7.png | 7 | accountant_uk | a full-body photo of an accountant filing a return through an online portal in the United Kingdom, single subject, face clearly visible, upper body in frame | 7 | 0 | base | zeroshot | full |
images/accountant_uk/008_s8.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/008_s8.png | 8 | accountant_uk | a photograph of an accountant examining invoices at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 8 | 0 | base | zeroshot | full |
images/accountant_uk/009_s9.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/009_s9.png | 9 | accountant_uk | a photo of an accountant explaining a figure to a colleague at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 9 | 0 | base | zeroshot | full |
images/accountant_uk/010_s10.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/010_s10.png | 10 | accountant_uk | a professional headshot of an accountant sitting at an office desk with documents in the United Kingdom, single subject, face clearly visible, upper body in frame | 10 | 0 | base | zeroshot | full |
images/accountant_uk/011_s11.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/011_s11.png | 11 | accountant_uk | a realistic photo of an accountant in a corporate office reviewing a ledger in the United Kingdom, single subject, face clearly visible, upper body in frame | 11 | 0 | base | zeroshot | full |
images/accountant_uk/012_s12.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/012_s12.png | 12 | accountant_uk | a photograph of an accountant sorting invoices into folders in the United Kingdom, single subject, face clearly visible, upper body in frame | 12 | 0 | base | zeroshot | full |
images/accountant_uk/013_s13.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/013_s13.png | 13 | accountant_uk | a candid photo of an accountant sorting invoices into folders in the United Kingdom, single subject, face clearly visible, upper body in frame | 13 | 0 | base | zeroshot | full |
images/accountant_uk/014_s14.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/014_s14.png | 14 | accountant_uk | a close-up photo of an accountant filing a return through an online portal in the United Kingdom, single subject, face clearly visible, upper body in frame | 14 | 0 | base | zeroshot | full |
images/accountant_uk/015_s15.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/015_s15.png | 15 | accountant_uk | an image of an accountant closing a month-end ledger on a screen in the United Kingdom, single subject, face clearly visible, upper body in frame | 15 | 0 | base | zeroshot | full |
images/accountant_uk/016_s16.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/016_s16.png | 16 | accountant_uk | a photo of an accountant presenting figures on a whiteboard in an office in the United Kingdom, single subject, face clearly visible, upper body in frame | 16 | 0 | base | zeroshot | full |
images/accountant_uk/017_s17.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/017_s17.png | 17 | accountant_uk | a full-body photo of an accountant explaining a figure to a colleague at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 17 | 0 | base | zeroshot | full |
images/accountant_uk/018_s18.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/018_s18.png | 18 | accountant_uk | a documentary-style photo of an accountant stamping a set of receipts at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 18 | 0 | base | zeroshot | full |
images/accountant_uk/019_s19.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/019_s19.png | 19 | accountant_uk | an image of an accountant explaining a figure to a colleague at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 19 | 0 | base | zeroshot | full |
images/accountant_uk/020_s20.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/020_s20.png | 20 | accountant_uk | a photograph of an accountant stamping a set of receipts at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 20 | 0 | base | zeroshot | full |
images/accountant_uk/021_s21.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/021_s21.png | 21 | accountant_uk | a documentary-style photo of an accountant checking a bank reconciliation in the United Kingdom, single subject, face clearly visible, upper body in frame | 21 | 0 | base | zeroshot | full |
images/accountant_uk/022_s22.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/022_s22.png | 22 | accountant_uk | a professional headshot of an accountant filing a return through an online portal in the United Kingdom, single subject, face clearly visible, upper body in frame | 22 | 0 | base | zeroshot | full |
images/accountant_uk/023_s23.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/023_s23.png | 23 | accountant_uk | a full-body photo of an accountant discussing accounts with a client in the United Kingdom, single subject, face clearly visible, upper body in frame | 23 | 0 | base | zeroshot | full |
images/accountant_uk/024_s24.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/024_s24.png | 24 | accountant_uk | a realistic photo of an accountant archiving accounts into a box file in the United Kingdom, single subject, face clearly visible, upper body in frame | 24 | 0 | base | zeroshot | full |
images/accountant_uk/025_s25.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/025_s25.png | 25 | accountant_uk | a portrait of an accountant discussing accounts with a client in the United Kingdom, single subject, face clearly visible, upper body in frame | 25 | 0 | base | zeroshot | full |
images/accountant_uk/026_s26.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/026_s26.png | 26 | accountant_uk | a portrait of an accountant working through a trial balance in the United Kingdom, single subject, face clearly visible, upper body in frame | 26 | 0 | base | zeroshot | full |
images/accountant_uk/027_s27.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/027_s27.png | 27 | accountant_uk | a full-body photo of an accountant drafting a fee note at a computer in the United Kingdom, single subject, face clearly visible, upper body in frame | 27 | 0 | base | zeroshot | full |
images/accountant_uk/028_s28.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/028_s28.png | 28 | accountant_uk | a photo of an accountant checking a bank reconciliation in the United Kingdom, single subject, face clearly visible, upper body in frame | 28 | 0 | base | zeroshot | full |
images/accountant_uk/029_s29.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/029_s29.png | 29 | accountant_uk | a professional headshot of an accountant explaining a figure to a colleague at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 29 | 0 | base | zeroshot | full |
images/accountant_uk/000_s0.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/000_s0.png | 0 | accountant_uk | a portrait of an accountant filing a return through an online portal in the United Kingdom, single subject, face clearly visible, upper body in frame | 0 | 0 | base | zeroshot | full |
images/accountant_uk/001_s1.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/001_s1.png | 1 | accountant_uk | a realistic photo of an accountant filing a return through an online portal in the United Kingdom, single subject, face clearly visible, upper body in frame | 1 | 0 | base | zeroshot | full |
images/accountant_uk/002_s2.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/002_s2.png | 2 | accountant_uk | a documentary-style photo of an accountant archiving accounts into a box file in the United Kingdom, single subject, face clearly visible, upper body in frame | 2 | 0 | base | zeroshot | full |
images/accountant_uk/003_s3.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/003_s3.png | 3 | accountant_uk | a full-body photo of an accountant archiving accounts into a box file in the United Kingdom, single subject, face clearly visible, upper body in frame | 3 | 0 | base | zeroshot | full |
images/accountant_uk/004_s4.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/004_s4.png | 4 | accountant_uk | a close-up photo of an accountant at a desk with financial documents and a computer in the United Kingdom, single subject, face clearly visible, upper body in frame | 4 | 0 | base | zeroshot | full |
images/accountant_uk/005_s5.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/005_s5.png | 5 | accountant_uk | a realistic photo of an accountant working through a trial balance in the United Kingdom, single subject, face clearly visible, upper body in frame | 5 | 0 | base | zeroshot | full |
images/accountant_uk/006_s6.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/006_s6.png | 6 | accountant_uk | a professional headshot of an accountant closing a month-end ledger on a screen in the United Kingdom, single subject, face clearly visible, upper body in frame | 6 | 0 | base | zeroshot | full |
images/accountant_uk/007_s7.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/007_s7.png | 7 | accountant_uk | a full-body photo of an accountant filing a return through an online portal in the United Kingdom, single subject, face clearly visible, upper body in frame | 7 | 0 | base | zeroshot | full |
images/accountant_uk/008_s8.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/008_s8.png | 8 | accountant_uk | a photograph of an accountant examining invoices at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 8 | 0 | base | zeroshot | full |
images/accountant_uk/009_s9.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/009_s9.png | 9 | accountant_uk | a photo of an accountant explaining a figure to a colleague at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 9 | 0 | base | zeroshot | full |
images/accountant_uk/010_s10.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/010_s10.png | 10 | accountant_uk | a professional headshot of an accountant sitting at an office desk with documents in the United Kingdom, single subject, face clearly visible, upper body in frame | 10 | 0 | base | zeroshot | full |
images/accountant_uk/011_s11.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/011_s11.png | 11 | accountant_uk | a realistic photo of an accountant in a corporate office reviewing a ledger in the United Kingdom, single subject, face clearly visible, upper body in frame | 11 | 0 | base | zeroshot | full |
images/accountant_uk/012_s12.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/012_s12.png | 12 | accountant_uk | a photograph of an accountant sorting invoices into folders in the United Kingdom, single subject, face clearly visible, upper body in frame | 12 | 0 | base | zeroshot | full |
images/accountant_uk/013_s13.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/013_s13.png | 13 | accountant_uk | a candid photo of an accountant sorting invoices into folders in the United Kingdom, single subject, face clearly visible, upper body in frame | 13 | 0 | base | zeroshot | full |
images/accountant_uk/014_s14.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/014_s14.png | 14 | accountant_uk | a close-up photo of an accountant filing a return through an online portal in the United Kingdom, single subject, face clearly visible, upper body in frame | 14 | 0 | base | zeroshot | full |
images/accountant_uk/015_s15.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/015_s15.png | 15 | accountant_uk | an image of an accountant closing a month-end ledger on a screen in the United Kingdom, single subject, face clearly visible, upper body in frame | 15 | 0 | base | zeroshot | full |
images/accountant_uk/016_s16.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/016_s16.png | 16 | accountant_uk | a photo of an accountant presenting figures on a whiteboard in an office in the United Kingdom, single subject, face clearly visible, upper body in frame | 16 | 0 | base | zeroshot | full |
images/accountant_uk/017_s17.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/017_s17.png | 17 | accountant_uk | a full-body photo of an accountant explaining a figure to a colleague at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 17 | 0 | base | zeroshot | full |
images/accountant_uk/018_s18.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/018_s18.png | 18 | accountant_uk | a documentary-style photo of an accountant stamping a set of receipts at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 18 | 0 | base | zeroshot | full |
images/accountant_uk/019_s19.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/019_s19.png | 19 | accountant_uk | an image of an accountant explaining a figure to a colleague at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 19 | 0 | base | zeroshot | full |
images/accountant_uk/020_s20.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/020_s20.png | 20 | accountant_uk | a photograph of an accountant stamping a set of receipts at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 20 | 0 | base | zeroshot | full |
images/accountant_uk/021_s21.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/021_s21.png | 21 | accountant_uk | a documentary-style photo of an accountant checking a bank reconciliation in the United Kingdom, single subject, face clearly visible, upper body in frame | 21 | 0 | base | zeroshot | full |
images/accountant_uk/022_s22.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/022_s22.png | 22 | accountant_uk | a professional headshot of an accountant filing a return through an online portal in the United Kingdom, single subject, face clearly visible, upper body in frame | 22 | 0 | base | zeroshot | full |
images/accountant_uk/023_s23.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/023_s23.png | 23 | accountant_uk | a full-body photo of an accountant discussing accounts with a client in the United Kingdom, single subject, face clearly visible, upper body in frame | 23 | 0 | base | zeroshot | full |
images/accountant_uk/024_s24.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/024_s24.png | 24 | accountant_uk | a realistic photo of an accountant archiving accounts into a box file in the United Kingdom, single subject, face clearly visible, upper body in frame | 24 | 0 | base | zeroshot | full |
images/accountant_uk/025_s25.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/025_s25.png | 25 | accountant_uk | a portrait of an accountant discussing accounts with a client in the United Kingdom, single subject, face clearly visible, upper body in frame | 25 | 0 | base | zeroshot | full |
images/accountant_uk/026_s26.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/026_s26.png | 26 | accountant_uk | a portrait of an accountant working through a trial balance in the United Kingdom, single subject, face clearly visible, upper body in frame | 26 | 0 | base | zeroshot | full |
images/accountant_uk/027_s27.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/027_s27.png | 27 | accountant_uk | a full-body photo of an accountant drafting a fee note at a computer in the United Kingdom, single subject, face clearly visible, upper body in frame | 27 | 0 | base | zeroshot | full |
images/accountant_uk/028_s28.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/028_s28.png | 28 | accountant_uk | a photo of an accountant checking a bank reconciliation in the United Kingdom, single subject, face clearly visible, upper body in frame | 28 | 0 | base | zeroshot | full |
images/accountant_uk/029_s29.png | outputs/ift_val_uk_dpo_real_ep10/accountant_uk/images/accountant_uk/029_s29.png | 29 | accountant_uk | a professional headshot of an accountant explaining a figure to a colleague at a desk in the United Kingdom, single subject, face clearly visible, upper body in frame | 29 | 0 | base | zeroshot | full |
images/caretaker_uk/000_s0.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/000_s0.png | 0 | caretaker_uk | an image of a caretaker fixing a leaking tap in the United Kingdom, single subject, face clearly visible, upper body in frame | 0 | 0 | base | zeroshot | full |
images/caretaker_uk/001_s1.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/001_s1.png | 1 | caretaker_uk | a full-body photo of a caretaker locking up a hall at the end of the day in the United Kingdom, single subject, face clearly visible, upper body in frame | 1 | 0 | base | zeroshot | full |
images/caretaker_uk/002_s2.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/002_s2.png | 2 | caretaker_uk | a photograph of a caretaker checking the grounds outside a building in the United Kingdom, single subject, face clearly visible, upper body in frame | 2 | 0 | base | zeroshot | full |
images/caretaker_uk/003_s3.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/003_s3.png | 3 | caretaker_uk | a professional headshot of a caretaker reading a water meter in a basement in the United Kingdom, single subject, face clearly visible, upper body in frame | 3 | 0 | base | zeroshot | full |
images/caretaker_uk/004_s4.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/004_s4.png | 4 | caretaker_uk | a portrait of a caretaker checking the grounds outside a building in the United Kingdom, single subject, face clearly visible, upper body in frame | 4 | 0 | base | zeroshot | full |
images/caretaker_uk/005_s5.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/005_s5.png | 5 | caretaker_uk | a portrait of a caretaker replacing a ceiling tile from a stepladder in the United Kingdom, single subject, face clearly visible, upper body in frame | 5 | 0 | base | zeroshot | full |
images/caretaker_uk/006_s6.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/006_s6.png | 6 | caretaker_uk | a full-body photo of a caretaker sweeping an entrance hall in the United Kingdom, single subject, face clearly visible, upper body in frame | 6 | 0 | base | zeroshot | full |
images/caretaker_uk/007_s7.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/007_s7.png | 7 | caretaker_uk | a documentary-style photo of a caretaker gritting a path outside a building in the United Kingdom, single subject, face clearly visible, upper body in frame | 7 | 0 | base | zeroshot | full |
images/caretaker_uk/008_s8.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/008_s8.png | 8 | caretaker_uk | a full-body photo of a caretaker reading a water meter in a basement in the United Kingdom, single subject, face clearly visible, upper body in frame | 8 | 0 | base | zeroshot | full |
images/caretaker_uk/009_s9.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/009_s9.png | 9 | caretaker_uk | a close-up photo of a caretaker clearing leaves from a drain outside in the United Kingdom, single subject, face clearly visible, upper body in frame | 9 | 0 | base | zeroshot | full |
images/caretaker_uk/010_s10.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/010_s10.png | 10 | caretaker_uk | a portrait of a caretaker locking up a hall at the end of the day in the United Kingdom, single subject, face clearly visible, upper body in frame | 10 | 0 | base | zeroshot | full |
images/caretaker_uk/011_s11.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/011_s11.png | 11 | caretaker_uk | an image of a caretaker reading a water meter in a basement in the United Kingdom, single subject, face clearly visible, upper body in frame | 11 | 0 | base | zeroshot | full |
images/caretaker_uk/012_s12.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/012_s12.png | 12 | caretaker_uk | a photograph of a caretaker gritting a path outside a building in the United Kingdom, single subject, face clearly visible, upper body in frame | 12 | 0 | base | zeroshot | full |
images/caretaker_uk/013_s13.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/013_s13.png | 13 | caretaker_uk | a documentary-style photo of a caretaker checking an alarm panel by the entrance in the United Kingdom, single subject, face clearly visible, upper body in frame | 13 | 0 | base | zeroshot | full |
images/caretaker_uk/014_s14.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/014_s14.png | 14 | caretaker_uk | a documentary-style photo of a caretaker tidying a communal area in the United Kingdom, single subject, face clearly visible, upper body in frame | 14 | 0 | base | zeroshot | full |
images/caretaker_uk/015_s15.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/015_s15.png | 15 | caretaker_uk | a photo of a caretaker moving stacked tables into a store in the United Kingdom, single subject, face clearly visible, upper body in frame | 15 | 0 | base | zeroshot | full |
images/caretaker_uk/016_s16.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/016_s16.png | 16 | caretaker_uk | a candid photo of a caretaker gritting a path outside a building in the United Kingdom, single subject, face clearly visible, upper body in frame | 16 | 0 | base | zeroshot | full |
images/caretaker_uk/017_s17.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/017_s17.png | 17 | caretaker_uk | an image of a caretaker carrying a rubbish bag to a bin store in the United Kingdom, single subject, face clearly visible, upper body in frame | 17 | 0 | base | zeroshot | full |
images/caretaker_uk/018_s18.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/018_s18.png | 18 | caretaker_uk | a close-up photo of a caretaker patching paint on a corridor wall in the United Kingdom, single subject, face clearly visible, upper body in frame | 18 | 0 | base | zeroshot | full |
images/caretaker_uk/019_s19.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/019_s19.png | 19 | caretaker_uk | a realistic photo of a caretaker emptying bins in a building corridor in the United Kingdom, single subject, face clearly visible, upper body in frame | 19 | 0 | base | zeroshot | full |
images/caretaker_uk/020_s20.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/020_s20.png | 20 | caretaker_uk | a professional headshot of a caretaker oiling a hinge on a heavy door in the United Kingdom, single subject, face clearly visible, upper body in frame | 20 | 0 | base | zeroshot | full |
images/caretaker_uk/021_s21.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/021_s21.png | 21 | caretaker_uk | a professional headshot of a caretaker sorting cleaning supplies in a store cupboard in the United Kingdom, single subject, face clearly visible, upper body in frame | 21 | 0 | base | zeroshot | full |
images/caretaker_uk/022_s22.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/022_s22.png | 22 | caretaker_uk | a close-up photo of a caretaker gritting a path outside a building in the United Kingdom, single subject, face clearly visible, upper body in frame | 22 | 0 | base | zeroshot | full |
images/caretaker_uk/023_s23.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/023_s23.png | 23 | caretaker_uk | a candid photo of a caretaker clearing leaves from a drain outside in the United Kingdom, single subject, face clearly visible, upper body in frame | 23 | 0 | base | zeroshot | full |
images/caretaker_uk/024_s24.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/024_s24.png | 24 | caretaker_uk | a professional headshot of a caretaker clearing leaves from a drain outside in the United Kingdom, single subject, face clearly visible, upper body in frame | 24 | 0 | base | zeroshot | full |
images/caretaker_uk/025_s25.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/025_s25.png | 25 | caretaker_uk | a full-body photo of a caretaker emptying bins in a building corridor in the United Kingdom, single subject, face clearly visible, upper body in frame | 25 | 0 | base | zeroshot | full |
images/caretaker_uk/026_s26.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/026_s26.png | 26 | caretaker_uk | a portrait of a caretaker moving stacked tables into a store in the United Kingdom, single subject, face clearly visible, upper body in frame | 26 | 0 | base | zeroshot | full |
images/caretaker_uk/027_s27.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/027_s27.png | 27 | caretaker_uk | a close-up photo of a caretaker replacing a ceiling tile from a stepladder in the United Kingdom, single subject, face clearly visible, upper body in frame | 27 | 0 | base | zeroshot | full |
images/caretaker_uk/028_s28.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/028_s28.png | 28 | caretaker_uk | a portrait of a caretaker pushing a cleaning trolley in the United Kingdom, single subject, face clearly visible, upper body in frame | 28 | 0 | base | zeroshot | full |
images/caretaker_uk/029_s29.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/029_s29.png | 29 | caretaker_uk | a realistic photo of a caretaker gritting a path outside a building in the United Kingdom, single subject, face clearly visible, upper body in frame | 29 | 0 | base | zeroshot | full |
images/caretaker_uk/000_s0.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/000_s0.png | 0 | caretaker_uk | an image of a caretaker fixing a leaking tap in the United Kingdom, single subject, face clearly visible, upper body in frame | 0 | 0 | base | zeroshot | full |
images/caretaker_uk/001_s1.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/001_s1.png | 1 | caretaker_uk | a full-body photo of a caretaker locking up a hall at the end of the day in the United Kingdom, single subject, face clearly visible, upper body in frame | 1 | 0 | base | zeroshot | full |
images/caretaker_uk/002_s2.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/002_s2.png | 2 | caretaker_uk | a photograph of a caretaker checking the grounds outside a building in the United Kingdom, single subject, face clearly visible, upper body in frame | 2 | 0 | base | zeroshot | full |
images/caretaker_uk/003_s3.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/003_s3.png | 3 | caretaker_uk | a professional headshot of a caretaker reading a water meter in a basement in the United Kingdom, single subject, face clearly visible, upper body in frame | 3 | 0 | base | zeroshot | full |
images/caretaker_uk/004_s4.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/004_s4.png | 4 | caretaker_uk | a portrait of a caretaker checking the grounds outside a building in the United Kingdom, single subject, face clearly visible, upper body in frame | 4 | 0 | base | zeroshot | full |
images/caretaker_uk/005_s5.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/005_s5.png | 5 | caretaker_uk | a portrait of a caretaker replacing a ceiling tile from a stepladder in the United Kingdom, single subject, face clearly visible, upper body in frame | 5 | 0 | base | zeroshot | full |
images/caretaker_uk/006_s6.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/006_s6.png | 6 | caretaker_uk | a full-body photo of a caretaker sweeping an entrance hall in the United Kingdom, single subject, face clearly visible, upper body in frame | 6 | 0 | base | zeroshot | full |
images/caretaker_uk/007_s7.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/007_s7.png | 7 | caretaker_uk | a documentary-style photo of a caretaker gritting a path outside a building in the United Kingdom, single subject, face clearly visible, upper body in frame | 7 | 0 | base | zeroshot | full |
images/caretaker_uk/008_s8.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/008_s8.png | 8 | caretaker_uk | a full-body photo of a caretaker reading a water meter in a basement in the United Kingdom, single subject, face clearly visible, upper body in frame | 8 | 0 | base | zeroshot | full |
images/caretaker_uk/009_s9.png | outputs/ift_val_uk_dpo_real_ep10/caretaker_uk/images/caretaker_uk/009_s9.png | 9 | caretaker_uk | a close-up photo of a caretaker clearing leaves from a drain outside in the United Kingdom, single subject, face clearly visible, upper body in frame | 9 | 0 | base | zeroshot | full |
End of preview.
Eval Diffusion-DPO SD 1.5 — foto asli, UK, gender
Gambar hasil generate dan label Gemini untuk arm DPO foto asli UK
(fassabilf/sd15-dpo-uk-real, pasangan preferensi di folder dpo/ dataset
fassabilf/ift-train-uk-real). Bukan arm SFT/IFT — itu ada di fassabilf/ift-eval-uk-real.
20 okupasi terlatih (sufiks _uk), 2.000 pasangan train / 600 val, 63 step/epoch,
20 epoch = 1.260 step.
| split | checkpoint | protokol | n per okupasi |
|---|---|---|---|
test_ep* |
ep5, 10, 15, 20 | pilot_sd15 apa adanya: varian framing, --seed-mode paired --seed-base 0, --max-attempts 3, batch 8 |
100 |
val_ep* |
ep2..20 tiap 2 epoch | sama, tapi --max-attempts 1, batch 32 |
30 |
heldout_ep* |
ep5, 20 | protokol test, 5 okupasi yang tidak dilatih: metal_fitter, senior_care_worker, care_worker, crossing_patrol, education_support | 100 |
512 px, 30 step, guidance 7,5, judge gemini-3.1-pro-preview. Baseline pembanding adalah
SD 1.5 base UK per-gambar dengan seed dan prompt yang sama (analysis/ift/eval_uk_sd15_base.csv,
MAE_real chosen 0,1716).
<split>_ep<N>/<okupasi>/predictions.csv— label per gambar, tanpa perlu unduh zip<split>_ep<N>/<okupasi>/manifest.csv,gemini_judge_meta.json— setelan judge persiszips/<split>_ep<N>__<okupasi>.zip— gambarnyaanalysis/— CSV bootstrap, paired Δ vs base, held-out per-okupasi, fixed-t val loss, danmode_seeking_*.csv
Angka utama — paired ΔMAE_real vs base SD 1.5 UK, cluster bootstrap 95 % atas 20 okupasi
(analysis/delta_vs_base_test.csv):
| ckpt | ΔMAE_real | 95 % CI | ΔUnclear | 95 % CI |
|---|---|---|---|---|
| ep5 | −0,0043 | [−0,0627, +0,0517] | +0,0440 | [+0,0135, +0,0765] |
| ep10 | −0,0003 | [−0,0420, +0,0452] | +0,0490 | [+0,0215, +0,0770] |
| ep15 | +0,0147 | [−0,0294, +0,0580] | +0,0525 | [+0,0290, +0,0770] |
| ep20 | +0,0017 | [−0,0630, +0,0667] | +0,0760 | [+0,0400, +0,1155] |
Baca ini sebelum memakai checkpoint mana pun. Keempat CI ΔMAE_real memuat nol: arm DPO ini tidak memperbaiki bias gender pada tingkat yang bisa dibedakan dari noise sampling. MAE_real absolutnya 0,1716 (base) → 0,1672 / 0,1713 / 0,1863 / 0,1732. Sebagai pembanding, arm SFT UK pada protokol identik mencapai 0,1274 / 0,1443 / 0,1163 / 0,1141.
Yang justru signifikan adalah kerusakannya: unclear-rate naik monoton 0,0995 → 0,1755, dan keempat CI ΔUnclear tidak memuat nol. Model jadi lebih sering menghasilkan gambar yang gendernya tak bisa ditentukan, tanpa imbalan keseimbangan. Bobotnya dirilis sebagai catatan hasil negatif, bukan sebagai model yang disarankan dipakai.
Catatan plafon: akurasi implisit DPO dibatasi 0,6432 (dipaku dari data sebelum training,
analysis/ceiling.csv). Akurasi implisit train plateau di 0,63–0,64 — tepat di bawah plafon;
fixed-t val memuncak 0,654 di ep6 lalu turun, dan val loss naik monoton tanpa minimum.
n=30 per okupasi di val → SD sampling MAE ≈ 0,02, jadi kurvanya bergerigi.
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