UniF^2ace: Fine-grained Face Understanding and Generation with Unified Multimodal Models
Paper
• 2503.08120 • Published
• 32
Datasets:
ArXiv:
License:
Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
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 ({'caption'}) and 1 missing columns ({'conversations'}).
This happened while the json dataset builder was generating data using
hf://datasets/tulvgengenr/UniF2aceD-1M/caption_train.json (at revision c32154058511fd5af578763348facee8613b7cee)
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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
id: string
image: string
caption: string
-- schema metadata --
pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 430
to
{'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 1451, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 994, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
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 ({'caption'}) and 1 missing columns ({'conversations'}).
This happened while the json dataset builder was generating data using
hf://datasets/tulvgengenr/UniF2aceD-1M/caption_train.json (at revision c32154058511fd5af578763348facee8613b7cee)
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.
id string | image string | conversations list |
|---|---|---|
ffhq-27179 | UniF2ace-130K/images/FFHQ/27179.png | [
{
"from": "human",
"value": "Can you describe the child's hair?"
},
{
"from": "gpt",
"value": "Certainly! The child has short, light brown hair that is neatly combed, contributing to his tidy and charming appearance."
},
{
"from": "human",
"value": "What can you tell me about his eye... |
MM-CelebA-16101 | UniF2ace-130K/images/MM-CelebA-HQ/16101.jpg | [
{
"from": "human",
"value": "Can you tell me about her hair?"
},
{
"from": "gpt",
"value": "Certainly! She has long, straight blonde hair that elegantly frames her face."
},
{
"from": "human",
"value": "What do her eyes and eyebrows look like?"
},
{
"from": "gpt",
"value"... |
MM-CelebA-29506 | UniF2ace-130K/images/MM-CelebA-HQ/29506.jpg | [
{
"from": "human",
"value": "Can you describe his beard and sideburns?"
},
{
"from": "gpt",
"value": "Certainly! He has a well-groomed beard that complements his rugged appearance, and the sideburns are neatly trimmed, adding a refined touch to his overall look."
},
{
"from": "human",
... |
ffhq-25708 | UniF2ace-130K/images/FFHQ/25708.png | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! She has long, straight black hair that flows smoothly."
},
{
"from": "human",
"value": "How would you describe her eyebrows?"
},
{
"from": "gpt",
"value": "Her eyebrows are b... |
ffhq-48495 | UniF2ace-130K/images/FFHQ/48495.png | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! Her hair is black and straight, pulled back tightly, which accentuates her facial features. There's also a touch of gray hair that adds uniqueness to her appearance."
},
{
"from": "human",
... |
CelebV-z6HT8ymK0fc_0 | UniF2ace-130K/images/CelebV-HQ/z6HT8ymK0fc_0.png | [
{
"from": "human",
"value": "Can you describe his hair style?"
},
{
"from": "gpt",
"value": "Certainly! His hair is medium-length and wavy, styled with bangs and a slight parting, giving him a casual yet polished look."
},
{
"from": "human",
"value": "What type of shirt is he wearing... |
CelebV-2AHF50fxTNw_7-1 | UniF2ace-130K/images/CelebV-HQ/2AHF50fxTNw_7-1.png | [
{
"from": "human",
"value": "Can you describe her hairstyle?"
},
{
"from": "gpt",
"value": "Certainly! She has short, wavy blonde hair styled in a vintage fashion, giving her a classic and elegant look."
},
{
"from": "human",
"value": "What can you tell about her skin?"
},
{
... |
CelebV-aDJJBMXiwiI_0 | UniF2ace-130K/images/CelebV-HQ/aDJJBMXiwiI_0.png | [
{
"from": "human",
"value": "Can you describe her eyebrows and nose?"
},
{
"from": "gpt",
"value": "Of course! Her eyebrows are arched and slightly furrowed, adding to the emotional intensity of her expression. Her nose is pointy, which complements her facial features well."
},
{
"from":... |
ffhq-08191 | UniF2ace-130K/images/FFHQ/08191.png | [
{
"from": "human",
"value": "What can you tell me about her hair?"
},
{
"from": "gpt",
"value": "Her hair is black and straight, and it is pulled back, drawing attention to her facial features."
},
{
"from": "human",
"value": "How is her skin described in the image?"
},
{
"fr... |
CelebV-vozjOGBUz2I_1-1 | UniF2ace-130K/images/CelebV-HQ/vozjOGBUz2I_1-1.png | [
{
"from": "human",
"value": "Can you describe his hairstyle?"
},
{
"from": "gpt",
"value": "Certainly! He has short, brown hair styled with some volume on top, giving it a neat and slightly voluminous appearance."
},
{
"from": "human",
"value": "How would you describe his facial expr... |
MM-CelebA-24674 | UniF2ace-130K/images/MM-CelebA-HQ/24674.jpg | [
{
"from": "human",
"value": "How is her hair styled?"
},
{
"from": "gpt",
"value": "Her hair is styled smoothly, parted to the side, and it is straight."
},
{
"from": "human",
"value": "What is the color of her hair?"
},
{
"from": "gpt",
"value": "Her hair is a blend of b... |
CelebV-bQXJoR6tLao_1-1 | UniF2ace-130K/images/CelebV-HQ/bQXJoR6tLao_1-1.png | [
{
"from": "human",
"value": "What is the hairstyle of the person in the image?"
},
{
"from": "gpt",
"value": "She has short, curly black hair that closely frames her face."
},
{
"from": "human",
"value": "Can you describe her complexion and face shape?"
},
{
"from": "gpt",
... |
ffhq-68387 | UniF2ace-130K/images/FFHQ/68387.png | [
{
"from": "human",
"value": "Can you describe his hair?"
},
{
"from": "gpt",
"value": "His hair is short, curly, and brown."
},
{
"from": "human",
"value": "What kind of glasses is he wearing?"
},
{
"from": "gpt",
"value": "He is wearing eyeglasses with a thin metal frame... |
MM-CelebA-18062 | UniF2ace-130K/images/MM-CelebA-HQ/18062.jpg | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! She has medium-length, light brown hair that is wavy and styled in a layered cut, giving it volume and texture."
},
{
"from": "human",
"value": "What do her glasses look like?"
},
{
... |
MM-CelebA-17712 | UniF2ace-130K/images/MM-CelebA-HQ/17712.jpg | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! She has black hair styled in tight braids that are pulled back neatly, giving a wavy appearance."
},
{
"from": "human",
"value": "What is she doing with the medal?"
},
{
"from": ... |
ffhq-54759 | UniF2ace-130K/images/FFHQ/54759.png | [
{
"from": "human",
"value": "Can you describe her hair and any adornments?."
},
{
"from": "gpt",
"value": "Certainly! She has long, brown, wavy hair that is adorned with vibrant red flowers. These flowers add a touch of elegance and color to her appearance, resembling a hat.."
},
{
"from... |
ffhq-37068 | UniF2ace-130K/images/FFHQ/37068.png | [
{
"from": "human",
"value": "Can you describe his hair and beard?."
},
{
"from": "gpt",
"value": "Certainly! He has a full head of gray hair that matches his white beard. The combination gives him a distinguished and mature appearance.."
},
{
"from": "human",
"value": "What can you s... |
ffhq-38151 | UniF2ace-130K/images/FFHQ/38151.png | [
{
"from": "human",
"value": "Can you describe her hair style and color?"
},
{
"from": "gpt",
"value": "Her hair is a combination of brown and blonde, long, and wavy. It frames her face beautifully, adding a touch of elegance to her appearance."
},
{
"from": "human",
"value": "What is... |
ffhq-46023 | UniF2ace-130K/images/FFHQ/46023.png | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! Her hair is long and wavy, with a beautiful brown color. A section of her hair is playfully styled to the side with a clip, adding a charming touch to her look."
},
{
"from": "human",
"v... |
MM-CelebA-26415 | UniF2ace-130K/images/MM-CelebA-HQ/26415.jpg | [
{
"from": "human",
"value": "Can you describe her hair style and color?"
},
{
"from": "gpt",
"value": "Certainly! She has long, light brown hair that falls in soft waves around her face, and it is beautifully complemented by blonde highlights."
},
{
"from": "human",
"value": "What co... |
ffhq-32366 | UniF2ace-130K/images/FFHQ/32366.png | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! She has long, blonde hair with bangs that partially cover her forehead. The hairstyle enhances her youthful and animated appearance."
},
{
"from": "human",
"value": "What is notable abou... |
ffhq-44412 | UniF2ace-130K/images/FFHQ/44412.png | [
{
"from": "human",
"value": "Can you describe his hairstyle?."
},
{
"from": "gpt",
"value": "Certainly! He has short, straight black hair, which is neatly styled. The length is uniform and doesn’t cover his forehead.."
},
{
"from": "human",
"value": "Is he wearing any eyewear?."
},... |
ffhq-43033 | UniF2ace-130K/images/FFHQ/43033.png | [
{
"from": "human",
"value": "Can you describe the person's hair in the image?"
},
{
"from": "gpt",
"value": "Certainly! The person has long, wavy blonde hair that frames their face beautifully, adding to their overall appearance."
},
{
"from": "human",
"value": "Does the person have ... |
ffhq-41001 | UniF2ace-130K/images/FFHQ/41001.png | [
{
"from": "human",
"value": "Can you describe his hair and its style?"
},
{
"from": "gpt",
"value": "Certainly! His hair is short, blonde, and styled with a slight upward spike, giving it a neat and modern look."
},
{
"from": "human",
"value": "What can you say about his eyebrows?"
... |
CelebV-VpTBW46mgE4_36_0 | UniF2ace-130K/images/CelebV-HQ/VpTBW46mgE4_36_0.png | [
{
"from": "human",
"value": "Can you describe his facial hair?"
},
{
"from": "gpt",
"value": "Certainly! He has a well-groomed goatee and mustache accompanied by a beard. The facial hair frames his face neatly."
},
{
"from": "human",
"value": "What type of hat is he wearing?"
},
... |
MM-CelebA-16261 | UniF2ace-130K/images/MM-CelebA-HQ/16261.jpg | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! She has long, wavy blonde hair that elegantly frames her face."
},
{
"from": "human",
"value": "What is the shape of her nose?"
},
{
"from": "gpt",
"value": "Her nose is poin... |
ffhq-58298 | UniF2ace-130K/images/FFHQ/58298.png | [
{
"from": "human",
"value": "Can you describe her smile and expression?"
},
{
"from": "gpt",
"value": "Certainly! She exudes happiness with a warm and engaging smile that reveals her teeth, adding to her friendly expression. Her expression conveys a sense of warmth and joy."
},
{
"from":... |
CelebV-mqhpZ30uNic_1 | UniF2ace-130K/images/CelebV-HQ/mqhpZ30uNic_1.png | [
{
"from": "human",
"value": "Can you describe his hair?"
},
{
"from": "gpt",
"value": "Certainly! His hair is short and brown, with a slightly tousled appearance."
},
{
"from": "human",
"value": "What does his nose look like?"
},
{
"from": "gpt",
"value": "His nose is poi... |
CelebV-OgTZJjsnAtA_6_0 | UniF2ace-130K/images/CelebV-HQ/OgTZJjsnAtA_6_0.png | [
{
"from": "human",
"value": "Can you describe his facial hair?"
},
{
"from": "gpt",
"value": "Certainly! He has a beard and mustache, which complement his pale skin and add a rugged look to his overall appearance."
},
{
"from": "human",
"value": "Is he wearing any headwear?"
},
{... |
CelebV-jJDX5cbqHPk_20 | UniF2ace-130K/images/CelebV-HQ/jJDX5cbqHPk_20.png | [
{
"from": "human",
"value": "Can you describe his hair and facial hair?"
},
{
"from": "gpt",
"value": "Certainly! He has closely shaved black hair, which gives him a neat appearance. His facial hair consists of a light mustache and a 5 o'clock shadow, adding a rugged touch to his overall look."
... |
CelebV-yYF0oK8oXSk_0 | UniF2ace-130K/images/CelebV-HQ/yYF0oK8oXSk_0.png | [
{
"from": "human",
"value": "Can you describe his facial hair?"
},
{
"from": "gpt",
"value": "Certainly! He has a prominent mustache accompanied by a beard, which adds to his mature and serious appearance."
},
{
"from": "human",
"value": "What can you tell me about his hair?"
},
... |
ffhq-64842 | UniF2ace-130K/images/FFHQ/64842.png | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! Her hair is brown and straight, neatly pulled back. It also shows some black tones, giving it a natural and rich appearance."
},
{
"from": "human",
"value": "What about her glasses?"
}... |
ffhq-43311 | UniF2ace-130K/images/FFHQ/43311.png | [
{
"from": "human",
"value": "Can you describe her hair style?"
},
{
"from": "gpt",
"value": "Certainly! Her long, brown hair is a mix of straight and wavy textures, and it is pulled back neatly."
},
{
"from": "human",
"value": "What does her complexion look like?"
},
{
"from"... |
ffhq-05990 | UniF2ace-130K/images/FFHQ/05990.png | [
{
"from": "human",
"value": "Can you describe her hair and its style?"
},
{
"from": "gpt",
"value": "Certainly! She has long, straight brown hair that flows naturally past her shoulders, giving her a graceful and elegant appearance."
},
{
"from": "human",
"value": "What can you tell ... |
ffhq-42987 | UniF2ace-130K/images/FFHQ/42987.png | [
{
"from": "human",
"value": "Can you describe her hair style and length?"
},
{
"from": "gpt",
"value": "Certainly! Her hair is long and straight, falling past her shoulders, with a mix of straight and slightly wavy textures."
},
{
"from": "human",
"value": "What color are her eyes?"
... |
ffhq-25656 | UniF2ace-130K/images/FFHQ/25656.png | [
{
"from": "human",
"value": "Can you describe his hair?"
},
{
"from": "gpt",
"value": "Certainly! His hair is gray and neatly combed back, creating a polished appearance. The hairline is receding, and the overall look is mature and sophisticated."
},
{
"from": "human",
"value": "What... |
MM-CelebA-22877 | UniF2ace-130K/images/MM-CelebA-HQ/22877.jpg | [
{
"from": "human",
"value": "Can you describe his hair?"
},
{
"from": "gpt",
"value": "He has vibrant brown hair, styled in a wavy, slightly tousled manner that adds both volume and texture."
},
{
"from": "human",
"value": "What does his facial hair look like?"
},
{
"from": "... |
ffhq-12847 | UniF2ace-130K/images/FFHQ/12847.png | [
{
"from": "human",
"value": "Can you describe his hairstyle?"
},
{
"from": "gpt",
"value": "Certainly! The young male child has light brown hair that is styled neatly with a side part. There are hints of blonde highlights adding dimension to his hair."
},
{
"from": "human",
"value": ... |
CelebV-iuPDl6n2vO0_1 | UniF2ace-130K/images/CelebV-HQ/iuPDl6n2vO0_1.png | [
{
"from": "human",
"value": "Can you describe her hair and its style?"
},
{
"from": "gpt",
"value": "Certainly! Her hair is straight and medium-length, with bangs that frame her forehead. It is brown in color."
},
{
"from": "human",
"value": "What can you tell me about her skin tone?... |
ffhq-30953 | UniF2ace-130K/images/FFHQ/30953.png | [
{
"from": "human",
"value": "Can you describe her hair?."
},
{
"from": "gpt",
"value": "Her hair is long, wavy, and black. It frames her face beautifully, adding a lively texture to her appearance.."
},
{
"from": "human",
"value": "What expression does she have on her face?."
},
... |
MM-CelebA-5593 | UniF2ace-130K/images/MM-CelebA-HQ/5593.jpg | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Her hair is long, straight, and blonde, flowing gracefully past her shoulders."
},
{
"from": "human",
"value": "What shape is her face?"
},
{
"from": "gpt",
"value": "Her face is oval-s... |
ffhq-09315 | UniF2ace-130K/images/FFHQ/09315.png | [
{
"from": "human",
"value": "Can you describe her hair?."
},
{
"from": "gpt",
"value": "Certainly! She has long, black hair with a mix of straight and wavy textures. Her bangs softly rest on her forehead, framing her face beautifully.."
},
{
"from": "human",
"value": "What is the exp... |
ffhq-40612 | UniF2ace-130K/images/FFHQ/40612.png | [
{
"from": "human",
"value": "What can you tell me about his hair?."
},
{
"from": "gpt",
"value": "He has short, gray hair that appears slightly tousled. The hair also shows a receding hairline, which adds a mature touch to his overall appearance.."
},
{
"from": "human",
"value": "Is ... |
ffhq-02398 | UniF2ace-130K/images/FFHQ/02398.png | [
{
"from": "human",
"value": "Can you describe his hair?"
},
{
"from": "gpt",
"value": "His hair is light blonde and wavy, with a slightly tousled style that gives a playful and carefree appearance."
},
{
"from": "human",
"value": "What color are his eyes?"
},
{
"from": "gpt",... |
ffhq-47751 | UniF2ace-130K/images/FFHQ/47751.png | [
{
"from": "human",
"value": "Can you describe his hair?."
},
{
"from": "gpt",
"value": "Certainly! He has short, black hair with a slight wave, complemented by sideburns.."
},
{
"from": "human",
"value": "Does he have any facial hair?."
},
{
"from": "gpt",
"value": "Yes, ... |
CelebV-MUvcpjeUFpU_6 | UniF2ace-130K/images/CelebV-HQ/MUvcpjeUFpU_6.png | [
{
"from": "human",
"value": "Can you describe his hair and any accessories he's wearing?"
},
{
"from": "gpt",
"value": "Yes, he has brown, wavy hair with bangs that peek out from under a brown cap. The cap is the only accessory visible in this image."
},
{
"from": "human",
"value": "... |
ffhq-53245 | UniF2ace-130K/images/FFHQ/53245.png | [
{
"from": "human",
"value": "Can you describe his smile?"
},
{
"from": "gpt",
"value": "Certainly! His smile is broad and reveals his teeth, giving off a warm and friendly expression that conveys a sense of happiness."
},
{
"from": "human",
"value": "What can you tell me about his ey... |
ffhq-04459 | UniF2ace-130K/images/FFHQ/04459.png | [
{
"from": "human",
"value": "What can you tell me about his hair?"
},
{
"from": "gpt",
"value": "His hair is brown, adding to his expressive and animated look. It complements the overall vibrant atmosphere of the image."
},
{
"from": "human",
"value": "Can you describe his facial exp... |
ffhq-33234 | UniF2ace-130K/images/FFHQ/33234.png | [
{
"from": "human",
"value": "What does his hair look like?"
},
{
"from": "gpt",
"value": "His hair is light blonde, styled with bangs that fall over his forehead."
},
{
"from": "human",
"value": "Can you describe his facial expression?"
},
{
"from": "gpt",
"value": "Certa... |
ffhq-60662 | UniF2ace-130K/images/FFHQ/60662.png | [
{
"from": "human",
"value": "What can you tell me about his hairstyle?"
},
{
"from": "gpt",
"value": "He has a receding hairline and his hair is short and gray, neatly combed, which gives a tidy and well-groomed appearance."
},
{
"from": "human",
"value": "Does he wear any glasses?"
... |
ffhq-34246 | UniF2ace-130K/images/FFHQ/34246.png | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! She has long, straight black hair that frames her face beautifully."
},
{
"from": "human",
"value": "What can you tell me about her complexion?"
},
{
"from": "gpt",
"value": ... |
MM-CelebA-27923 | UniF2ace-130K/images/MM-CelebA-HQ/27923.jpg | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! She has long, dark hair that is sleek and pulled back, which helps highlight her facial features."
},
{
"from": "human",
"value": "What kind of expression does she have on her face?"
}... |
ffhq-28873 | UniF2ace-130K/images/FFHQ/28873.png | [
{
"from": "human",
"value": "Can you describe his hair and facial hair?"
},
{
"from": "gpt",
"value": "Certainly! He has long, blonde hair complemented by noticeable sideburns. His facial hair includes a full beard and mustache, which adds to his overall rugged look."
},
{
"from": "human... |
MM-CelebA-5816 | UniF2ace-130K/images/MM-CelebA-HQ/5816.jpg | [
{
"from": "human",
"value": "Can you describe his hair style and color?"
},
{
"from": "gpt",
"value": "Certainly! He has brown hair styled in a closely cropped manner, which gives him a neat and tidy appearance."
},
{
"from": "human",
"value": "Does he have any facial hair?"
},
{... |
ffhq-49798 | UniF2ace-130K/images/FFHQ/49798.png | [
{
"from": "human",
"value": "Can you describe her hairstyle?"
},
{
"from": "gpt",
"value": "Certainly! Her hair is short, blonde, and styled in a side-swept manner, which gives it a modern and sleek appearance."
},
{
"from": "human",
"value": "What type of glasses is she wearing?"
... |
ffhq-51130 | UniF2ace-130K/images/FFHQ/51130.png | [
{
"from": "human",
"value": "Can you describe her eye color and expression?"
},
{
"from": "gpt",
"value": "Yes, her eyes are a striking yellow, which stand out vividly. She has a gentle smile that reflects happiness, contributing to an overall expressive and warm appearance."
},
{
"from"... |
MM-CelebA-25776 | UniF2ace-130K/images/MM-CelebA-HQ/25776.jpg | [
{
"from": "human",
"value": "Can you describe his hairstyle?"
},
{
"from": "gpt",
"value": "Certainly! He has short, straight brown hair styled neatly, with sideburns that seamlessly blend into a light stubble beard."
},
{
"from": "human",
"value": "What is the color of his eyes?"
... |
MM-CelebA-22803 | UniF2ace-130K/images/MM-CelebA-HQ/22803.jpg | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! She has long, voluminous wavy hair that blends shades of brown and blonde, creating a dramatic and striking effect."
},
{
"from": "human",
"value": "Is she wearing any makeup?"
},
{
... |
ffhq-68075 | UniF2ace-130K/images/FFHQ/68075.png | [
{
"from": "human",
"value": "Can you describe his hair and how it is styled?"
},
{
"from": "gpt",
"value": "He has short, dark hair that is neatly combed to the side, giving him a tidy and polished look."
},
{
"from": "human",
"value": "What can you say about his eyebrows?"
},
{
... |
CelebV-lO0n26I-JVE_0 | UniF2ace-130K/images/CelebV-HQ/lO0n26I-JVE_0.png | [
{
"from": "human",
"value": "Can you describe his hair style and color?"
},
{
"from": "gpt",
"value": "Certainly! He has wavy, blonde hair styled in a casual manner, giving a relaxed yet stylish appearance."
},
{
"from": "human",
"value": "What is the shape of his jawline?"
},
{
... |
CelebV-8uNPGNGUAww_0 | UniF2ace-130K/images/CelebV-HQ/8uNPGNGUAww_0.png | [
{
"from": "human",
"value": "How would you describe his hair?"
},
{
"from": "gpt",
"value": "His hair is wavy and dark with bangs, and there is a touch of gray that adds a distinguished look to his appearance."
},
{
"from": "human",
"value": "What feature of his face suggests maturit... |
ffhq-53867 | UniF2ace-130K/images/FFHQ/53867.png | [
{
"from": "human",
"value": "Can you describe his hair and facial hair?."
},
{
"from": "gpt",
"value": "Certainly! He has brown, wavy hair with sideburns, and he sports a short beard or stubble around his chin and jawline, which complements his overall look.."
},
{
"from": "human",
"... |
ffhq-50746 | UniF2ace-130K/images/FFHQ/50746.png | [
{
"from": "human",
"value": "Can you describe his hair?."
},
{
"from": "gpt",
"value": "Certainly! He has black, wavy hair and subtle sideburns that frame his face nicely.."
},
{
"from": "human",
"value": "What can you tell me about his expression?."
},
{
"from": "gpt",
"... |
CelebV-tCzUhXiwxYA_2_1 | UniF2ace-130K/images/CelebV-HQ/tCzUhXiwxYA_2_1.png | [
{
"from": "human",
"value": "How would you describe his hair?"
},
{
"from": "gpt",
"value": "He has short black hair that is complemented by neatly trimmed sideburns. His hair appears well-maintained, contributing to his overall groomed appearance."
},
{
"from": "human",
"value": "Wh... |
ffhq-13567 | UniF2ace-130K/images/FFHQ/13567.png | [
{
"from": "human",
"value": "Can you describe his hair style?"
},
{
"from": "gpt",
"value": "Certainly! He has short, neatly combed black hair with a receding hairline."
},
{
"from": "human",
"value": "Is he wearing any glasses?"
},
{
"from": "gpt",
"value": "Yes, he is w... |
MM-CelebA-25744 | UniF2ace-130K/images/MM-CelebA-HQ/25744.jpg | [
{
"from": "human",
"value": "Can you describe her hair and its style?"
},
{
"from": "gpt",
"value": "Certainly! She has long, wavy blonde hair, which gives her a glamorous and elegant appearance."
},
{
"from": "human",
"value": "What can you tell me about her smile?"
},
{
"fr... |
CelebV-RCtr3omWx-A_2 | UniF2ace-130K/images/CelebV-HQ/RCtr3omWx-A_2.png | [
{
"from": "human",
"value": "What can you tell me about her hair?"
},
{
"from": "gpt",
"value": "Her hair is brown, contributing to the warm contrast against the cooler blue tones surrounding her. It's styled simply, complementing her serene expression."
},
{
"from": "human",
"value"... |
MM-CelebA-25414 | UniF2ace-130K/images/MM-CelebA-HQ/25414.jpg | [
{
"from": "human",
"value": "Can you describe her hairstyle?"
},
{
"from": "gpt",
"value": "Certainly! She has long, wavy hair that is a blend of brown and blonde hues. It softly frames her face, adding to her approachable appearance."
},
{
"from": "human",
"value": "What color are h... |
CelebV-8QVezWoZfao_0-1 | UniF2ace-130K/images/CelebV-HQ/8QVezWoZfao_0-1.png | [
{
"from": "human",
"value": "What can you tell me about his hair?"
},
{
"from": "gpt",
"value": "He has a full head of light gray hair, which is styled back, giving him a sophisticated look."
},
{
"from": "human",
"value": "Can you describe his nose?"
},
{
"from": "gpt",
... |
ffhq-57768 | UniF2ace-130K/images/FFHQ/57768.png | [
{
"from": "human",
"value": "How would you describe her hair?"
},
{
"from": "gpt",
"value": "Her hair is a combination of brown and black, pulled back neatly, revealing long, straight locks."
},
{
"from": "human",
"value": "What can you say about her nose?"
},
{
"from": "gpt"... |
ffhq-54506 | UniF2ace-130K/images/FFHQ/54506.png | [
{
"from": "human",
"value": "Can you describe her hair and any adornments she might have?"
},
{
"from": "gpt",
"value": "Certainly! Her hair is black and styled back. It is adorned with an array of colorful flowers, creating a vivid and lively contrast against her painted face, accentuating her ... |
ffhq-24750 | UniF2ace-130K/images/FFHQ/24750.png | [
{
"from": "human",
"value": "Can you describe her hair?."
},
{
"from": "gpt",
"value": "Certainly! She has long, wavy brown hair with a reddish-brown hue. Her hair appears voluminous and complements her overall look beautifully.."
},
{
"from": "human",
"value": "What is the shape of ... |
ffhq-45255 | UniF2ace-130K/images/FFHQ/45255.png | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! Her hair is a mix of brown and black, pulled back tightly to showcase both straight and wavy textures. This hairstyle emphasizes her facial features beautifully."
},
{
"from": "human",
"... |
ffhq-56731 | UniF2ace-130K/images/FFHQ/56731.png | [
{
"from": "human",
"value": "What is the hair length of the person in the image?"
},
{
"from": "gpt",
"value": "The person has long hair that falls past the shoulders."
},
{
"from": "human",
"value": "Can you describe the color of her hair?"
},
{
"from": "gpt",
"value": "... |
MM-CelebA-2636 | UniF2ace-130K/images/MM-CelebA-HQ/2636.jpg | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! She has long, straight brown hair that beautifully frames her face."
},
{
"from": "human",
"value": "What can you tell me about her eyebrows?"
},
{
"from": "gpt",
"value": "H... |
CelebV-ZW-xfRn8vFY_1 | UniF2ace-130K/images/CelebV-HQ/ZW-xfRn8vFY_1.png | [
{
"from": "human",
"value": "Can you describe her hairstyle?"
},
{
"from": "gpt",
"value": "She has a short bob haircut with brown hair."
},
{
"from": "human",
"value": "How would you describe her facial expression?"
},
{
"from": "gpt",
"value": "Her expression is neutral... |
CelebV-lfKcANi5Zrk_2 | UniF2ace-130K/images/CelebV-HQ/lfKcANi5Zrk_2.png | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "She has long, wavy blonde hair that frames her face beautifully."
},
{
"from": "human",
"value": "What can you say about her expression?"
},
{
"from": "gpt",
"value": "Her expression is... |
MM-CelebA-20188 | UniF2ace-130K/images/MM-CelebA-HQ/20188.jpg | [
{
"from": "human",
"value": "What is the hair color of the person in the image?"
},
{
"from": "gpt",
"value": "Her hair is a mix of brown and black."
},
{
"from": "human",
"value": "Does she have long or short hair?"
},
{
"from": "gpt",
"value": "She has long hair."
},
... |
ffhq-45206 | UniF2ace-130K/images/FFHQ/45206.png | [
{
"from": "human",
"value": "Can you describe her hair style and color?."
},
{
"from": "gpt",
"value": "Certainly! Her hair is medium-length and straight with a light brown color that has a slight reddish tint. It is parted slightly to the side, and she has sunglasses resting on top of her head.... |
ffhq-08692 | UniF2ace-130K/images/FFHQ/08692.png | [
{
"from": "human",
"value": "Can you describe her hair and any adornments?"
},
{
"from": "gpt",
"value": "Her hair is blonde and held back by a white headband, keeping it away from her face."
},
{
"from": "human",
"value": "What is the color of her eyes?"
},
{
"from": "gpt",
... |
CelebV-IsBB4i4k2PM_3-1 | UniF2ace-130K/images/CelebV-HQ/IsBB4i4k2PM_3-1.png | [
{
"from": "human",
"value": "What can you tell me about his hair?"
},
{
"from": "gpt",
"value": "He has short, dark brown hair styled neatly, despite the description mentioning blonde, wavy hair."
},
{
"from": "human",
"value": "How would you describe his eyes and eyebrows?"
},
{... |
ffhq-47962 | UniF2ace-130K/images/FFHQ/47962.png | [
{
"from": "human",
"value": "What can you tell me about his hair?."
},
{
"from": "gpt",
"value": "His hair is short and black, styled neatly which enhances his youthful appearance.."
},
{
"from": "human",
"value": "Does he have any facial hair?."
},
{
"from": "gpt",
"valu... |
CelebV-GfHOoFVUk9Y_0 | UniF2ace-130K/images/CelebV-HQ/GfHOoFVUk9Y_0.png | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! Her hair is short and light brown, styled in a neat yet slightly tousled manner."
},
{
"from": "human",
"value": "Are her eyes open or closed?"
},
{
"from": "gpt",
"value": "... |
ffhq-05790 | UniF2ace-130K/images/FFHQ/05790.png | [
{
"from": "human",
"value": "Can you describe her hair?"
},
{
"from": "gpt",
"value": "Certainly! She has long, wavy hair that beautifully frames her face, adding to her warm and friendly appearance."
},
{
"from": "human",
"value": "What kind of expression does she have?"
},
{
... |
End of preview.
UniF²aceD-1M
Quick Start
- Unzip the image
# CelebV
cd images/CelebV-HQ ; tar -xzvf CelebV-HQ.tar.gz
# MM-CelebA
cd images/MM-CelebA-HQ ; tar -xzvf MM-CelebA-HQ.tar.gz
# FFHQ
cd images/FFHQ ; tar -xzvf ffhq_part1.tar.gz
cd images/FFHQ ; tar -xzvf ffhq_part2.tar.gz
cd images/FFHQ ; tar -xzvf ffhq_part3.tar.gz
- Use the Captions and VQAs in your code.
caption_train.json / caption_test.json: Fine-grained caption for each face photo.
VQA_train.json / VQA_test.json: Fine-grained VQAs for each face photo.
Citation
@article{li2025unif2ace,
title={Unif2ace: Fine-grained face understanding and generation with unified multimodal models},
author={Li, Junzhe and Qiu, Xuerui and Xu, Linrui and Guo, Liya and Qu, Delin and Long, Tingting and Fan, Chun and Li, Ming},
journal={arXiv preprint arXiv:2503.08120},
year={2025}
}
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