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Error code: DatasetGenerationError
Exception: AttributeError
Message: 'str' object has no attribute 'get'
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1500, in _prepare_split_single
example = self.info.features.encode_example(record) if self.info.features is not None else record
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 2152, in encode_example
return encode_nested_example(self, example)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1437, in encode_nested_example
{k: encode_nested_example(schema[k], obj.get(k), level=level + 1) for k in schema}
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1437, in encode_nested_example
{k: encode_nested_example(schema[k], obj.get(k), level=level + 1) for k in schema}
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1437, in encode_nested_example
{k: encode_nested_example(schema[k], obj.get(k), level=level + 1) for k in schema}
^^^^^^^
AttributeError: 'str' object has no attribute 'get'
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 1342, 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 907, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1345, 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 1523, 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.
jpg image | txt string | json dict | __key__ string | __url__ string |
|---|---|---|---|---|
A nighttime photograph of a small, illuminated brick chapel with a cross-topped spire and a decorative wrought-iron gate, standing on a paved area surrounded by snow. The chapel has a triangular pediment with a relief carving of a face and Latin text "Hoc signo tuetur pietas" above the gate. Two people skate on an adja... | {
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A close-up photograph of a worn basketball hoop net, viewed from below and slightly angled upward, with frayed and tangled black nylon ropes forming the net. The hoop rim is black metal, slightly rusted, with a standard breakaway design. The background features a pinkish-orange indoor wall with a horizontal white strip... | {
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A photograph of a lone human silhouette standing on a reflective, wet concrete surface at sunset, facing away from the camera. The person wears a dark hooded jacket, dark pants, and dark shoes, with hands tucked into pockets. A massive, vertical, dark rectangular shadow of a building or structure stretches diagonally a... | {
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A wide-angle photograph of a traditional East Asian garden during autumn, featuring a stone pathway with irregular, cracked surface leading toward the center. The path is bordered by dense, vibrant foliage with red, orange, and yellow leaves dominating the scene. Tall trees with twisted branches and fiery autumn leaves... | {
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A close-up photograph of a single adult European wood pigeon perched on a horizontal tree branch covered in lichen and moss. The bird faces slightly to the left, displaying a grayish head with a white neck patch, a pinkish-brown iridescent breast and upper body, and a pale gray underside. Its eyes are dark and alert, b... | {
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A high-angle photograph of a snow-covered mountain landscape under a partly cloudy sky with wispy white clouds and patches of deep blue. Dense evergreen forest with tall, thick pine trees heavily laden with snow, their branches bending under the weight. The trees are clustered in the foreground, middle ground, and lowe... | {
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A woman standing in a narrow indoor hallway with large glass windows and doors, holding a glass door open with her right hand. She wears a beige hijab covering her hair, a light olive green tweed blazer with a tied belt at the waist, matching olive green wide-leg trousers, a beige long-sleeve top underneath, and black ... | {
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A flat lay composition of a rustic woven placemat with a light beige, textured surface placed on a white marble countertop. Centered on the placemat, a blue and white ceramic plate holds a single golden-brown grilled cheese sandwich cut diagonally, revealing melted cheese oozing slightly from the edges, topped with a s... | {
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A high-resolution black-and-white microscopic close-up of a spherical object with a rough, textured surface covered in irregularly shaped indentations and protrusions. The center features a prominent circular hole surrounded by concentric, layered ridges with smaller perforations. The object casts sharp shadows against... | {
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A close-up photograph of a round, high-relief gold and silver coin resting on a black velvet display case, with intricate Norse knotwork border surrounding the edge. The coin features a detailed depiction of Thor, the Norse god, seated on a throne holding a hammer (Mjölnir) in his right hand, with a goat head and horns... | {
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A vintage black bicycle with a large white rectangular basket attached to the rear, filled with lush green ferns and small flowering plants, parked on a grassy lawn. Two people standing beside it: one in a long white dress with a simple neckline and full skirt, barefoot, holding a small bouquet of greenery with white f... | {
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A close-up photograph of a textured granite surface with a speckled pattern, composed of small, irregularly shaped flecks in shades of gray, brown, and beige. The grains vary in size, creating a dense, tightly packed mosaic with subtle variations in color intensity. Light reflects off the polished surface, emphasizing ... | {
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A close-up photograph of an old, weathered wooden window set into a crumbling whitewashed wall, viewed from below through a dark, arched stone or concrete opening. The window frame is rotting, with peeling paint and exposed, cracked wood, showing signs of decay and age. The window consists of six panes arranged in a 2x... | {
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A close-up photograph of a vintage wooden house exterior featuring two large, rectangular, double-pane windows framed in white. The windows are partially obscured by dense, climbing ivy with broad, heart-shaped leaves in autumnal hues—deep reds, oranges, yellows, and greens. The ivy covers the window frames, sills, and... | {
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A vintage coastal lighthouse standing tall against a pale blue sky, captured from a low-angle perspective emphasizing its height. The structure features a cylindrical white tower with weathered concrete or stone texture, slightly discolored near the base. A black metal railing encircles the upper observation deck, acce... | {
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A high-quality product photograph of a sleek black leather sneaker with a low-top design, placed on a reflective glossy surface against a dark gradient background. The sneaker features a glossy black upper with a textured finish, white rubber toe cap, and a thick white rubber sole with a subtle tread pattern. The side ... | {
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A minimalist studio photograph of a small, weathered wooden stool against a plain white background. The stool features a rectangular, slightly uneven light-gray wooden seat with visible cracks, chisel marks, and minor surface wear. The two angled legs are made of distressed, unpainted wood with one leg painted in faded... | {
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Aerial cityscape photograph of Paris on an overcast day with thick fog obscuring distant views, Eiffel Tower centered in the background partially shrouded in mist, its iron lattice structure barely visible through haze. Foreground dominated by dense cluster of classic Parisian architecture: cream-colored stone building... | {
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A close-up photograph of a large bird perched on a thin, gnarled branch against a clear, vibrant blue sky. The bird has a glossy black head and upper body with a prominent, slightly curved black beak. Its underparts are gray with a scaly, textured pattern. The bird’s eyes are dark and alert, and its legs are a pale, al... | {
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A dynamic action shot of a snowboarder mid-air performing a trick off a large snow ramp on a steep, snow-covered mountain slope under a clear blue sky with scattered wispy clouds. The snowboarder wears a black helmet, black jacket, black pants, and black gloves, with one arm extended upward and the other bent at the kn... | {
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Aerial top-down photograph of a narrow, elongated sandy peninsula extending into a turquoise ocean, surrounded by vibrant greenish-blue shallow waters. The peninsula is roughly 100 meters long and 10-15 meters wide, with fine white sand and subtle tire tracks or footprints visible. Two small wooden or metal structures,... | {
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A close-up photograph of a large raptor in mid-flight, wings fully extended with primary and secondary feathers sharply defined, showcasing a mix of dark slate-gray and rust-brown plumage on the upper body, contrasting with lighter underwing feathers. The bird’s head features a prominent black and white facial pattern ... | {
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A close-up photograph of a textured beige fabric surface with a subtle, uniform grainy pattern resembling fine sand or a rough, woven material. The lighting is even, casting no shadows, and the texture appears slightly raised with a matte finish. No distinct objects, people, animals, or text are visible.
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A close-up photograph of a Great Tit (Parus major) perched on a cylindrical wire mesh bird feeder filled with small brown seeds. The bird faces slightly left, head tilted upward, beak open as if calling or preparing to eat. Its plumage features a black cap, white cheeks, olive-green back, yellow underparts, and black w... | {
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A close-up photo of a woman walking on a wet, reflective pavement in front of a traditional Japanese storefront with large black-framed windows. She holds a white umbrella in her right hand, tilted slightly forward to shield her from falling rain. Her long dark hair is partially visible under the umbrella, and she wear... | {
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A nighttime street scene featuring a small, brightly lit arcade or game center with a neon sign in Japanese reading "新橋ガード下横丁" above the entrance. The sign includes red hexagonal symbols with white kanji on either side. Hanging lanterns with red borders and white kanji characters are strung across the front. Inside, mu... | {
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A black-and-white photograph of a young person standing behind a chain-link fence, holding a large Adidas soccer ball with black and white pentagons and hexagons, logo on top right panel, and "Adidas" text on lower left. The person has short, dark hair, wears a dark hooded jacket with a zipper, and rests their chin on ... | {
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A close-up photograph of a small bird mid-flight, captured from below, with wings fully spread and tail feathers fanned out. The bird has a speckled brown chest and head with a lighter, almost white underbelly, and its wings display a mix of brown and white feathers with dark streaks. The bird is positioned just above ... | {
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A grand Baroque-style marble fountain featuring a central statue of a muscular, bearded male figure in dynamic pose, holding a cross and a staff, standing atop a rocky base with cascading water. The figure is surrounded by four smaller, intricate sculptures of horses rearing in chaotic motion, their manes and tails flo... | {
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A wide-angle landscape photograph taken during golden hour, showcasing a densely forested hillside in the foreground with vibrant green trees and foliage under warm sunlight. A cluster of white buildings with flat roofs and minimalist architecture sits atop a higher ridge, partially obscured by the trees. The structure... | {
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A photo of a traditional Japanese stone torii gate positioned beneath a dense canopy of blooming cherry blossom trees, set against a clear, bright blue sky. The cherry trees are heavily laden with countless small, delicate light pink and white flowers, creating a soft, cloud-like appearance. Numerous dark, intricate br... | {
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A dimly lit interior of an old-fashioned passenger train car with rows of red vinyl upholstered seats facing the camera, three seats per row, arranged in a 2x2 grid pattern. The seats have metal armrests and are bolted to the floor. Sunlight streams through large rectangular windows on the right side, revealing a blurr... | {
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A close-up photo of a person with short black hair and glasses, looking upward through a metal railing barrier, taken from a low angle. The person wears a light-colored collared shirt with a dark tie. Behind them, a library or bookstore interior with tall wooden bookshelves filled with books of various colors and sizes... | {
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A vintage black-and-white photograph of a classic twin-lens reflex camera, specifically an Ilford Delta 400 model, resting on a textured gray surface. The camera is open, revealing its two identical lenses with circular apertures, one on the front and one on the top. The front lens is partially obscured by a flash unit... | {
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A grand indoor staircase with three flights of wide, beige marble steps ascending between black wrought-iron railings adorned with circular and geometric patterns. Wooden handrails with brass accents run along the center of each flight. At the middle landing, a bronze statue of a seated child with oversized head and le... | {
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A low-angle photograph of a cylindrical lighthouse painted in a smooth, off-white hue standing against a clear, pale blue sky. The structure features a black metal railing encircling the upper cylindrical section, just below the lantern room. The lantern room itself is octagonal with a black metal frame supporting mult... | {
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A minimalist light-toned wooden desk with a mid-century modern design, featuring a wide rectangular top with a subtle natural wood grain finish and a slightly darker underside. The desk stands on two tapered, angled metal legs connected by a horizontal metal bar beneath the tabletop. Each end of the desk has a matching... | {
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A narrow urban street in a traditional Japanese setting during late afternoon, flanked by two-story wooden buildings with dark sliding doors and white plaster walls. The left building features vertical wooden slats and a hanging sign with black Japanese kanji characters. The right building has a black lantern with a ci... | {
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A grainy black and white photograph of a rural landscape. In the foreground, a field of overgrown grass and weeds stretches towards the middle of the frame. Centered in the midground is a long, single-story wooden building with weathered vertical plank siding and a dark, corrugated roof. A small, dark, rectangular wind... | {
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A portrait photograph of a young woman with long dark hair tied back, standing outdoors against a blurred blue wall with a wooden structure in the background. She wears a black zippered jacket with large, irregular camouflage patterns in shades of green, brown, and white. Underneath, she has a red long-sleeve shirt wit... | {
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A black-and-white photograph of an ancient temple complex featuring three prominent structures with intricate Rajasthani architecture. The central structure is a multi-tiered shikhara (tower) with ornate carvings, small balconies, and arched windows, topped with a pointed spire. To the left, a larger, weathered tower w... | {
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A close-up photograph of a Hoopoe bird standing on short green grass, its long, curved black beak pointing downward. The bird has a distinctive crest of orange-brown feathers raised on its head, with black markings at the base. Its body is covered in black and white striped feathers, extending from neck to tail, with a... | {
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A close-up underwater photo of a gray seal with a sleek, rounded head emerging from icy blue water, its eyes wide open and staring directly at the camera. The seal has short, dense fur with a mix of dark and light gray patches, especially around the face and neck. Long, white whiskers extend from its snout, which is sl... | {
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A photo of two people walking side by side on a wet, reflective cobblestone street in an urban area under a large black umbrella with a white logo. The person on the left wears a dark blue padded winter jacket, black pants, and carries a gray-green backpack with black straps and a small black logo on the front. The per... | {
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A portrait photograph of a young man with voluminous curly hair styled upward, standing in a minimalist studio with a plain white wall background. He has a neutral expression, looking directly at the camera. Wearing a long-sleeved, brown tie-dye T-shirt with a small white logo near the chest, dark blue jeans with a sli... | {
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A photograph taken from inside a dark room, looking out through a tall, white-framed double-hung window. The surrounding interior walls are in deep shadow, appearing almost black, which frames the brightly lit exterior scene. The window consists of an upper sash divided into six panes by white mullions and a lower sash... | {
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A close-up photograph of a solitary European Starling perched on a weathered, light brown wooden post against a clear, pale blue sky. The bird faces slightly left, its glossy black feathers iridescent with subtle green and purple highlights. Sharp yellow beak with a thin black tip, small dark eyes, and short legs gripp... | {
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A close-up product photo of two high-heeled mule shoes side by side on a neutral gray background, viewed from a low angle. The left shoe features a tan suede upper with a peep-toe design, a thick stacked wooden heel with a dark brown finish, and decorative brass rivets along the sides. The right shoe has a dark navy bl... | {
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A close-up product photo featuring a person wearing ultra-high white leather knee boots with segmented paneling, a sleek stitched back seam, and a pointed stiletto heel. The boots extend mid-thigh with a snug, fitted design. Beside the boots, a cream-colored structured leather handbag with a top handle and matching str... | {
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Aerial top-down photograph of a person sitting on a concrete ledge near a sandy beach, legs extended barefoot with toes pointing outward. The person wears a loose, light-colored long-sleeve shirt and dark pants, holding a white spiral notebook open on their lap with a pen in hand, writing or sketching. Beside them, a w... | {
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A close-up photograph of a person seated on a light-colored wooden chair, legs crossed at the knee with one foot resting on the opposite thigh. The visible foot wears a sleek, white high-heeled bootie with a pointed toe, stacked ankle strap, and a sleek black heel. The bootie features a textured leather upper with subt... | {
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A close-up photograph of a single wine bottle standing upright on a dark, textured surface with scattered small white particles. The bottle is tall, slender, and black with a reflective red gradient glow on the upper half. The label features a large gold "G" logo at the top, followed by white text reading "de Goulaine"... | {
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A close-up portrait of an orange tabby cat with thick, fluffy fur and faint darker stripes, resting its head against a black, twisted metal chain-link fence. The cat has a round face, large expressive eyes, and a soft pink nose, with one ear slightly bent forward. Sunlight casts warm highlights on its fur, creating a s... | {
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A full-shot, eye-level photograph of a group of seven domestic cats gathered in a snowy yard in front of a rustic wooden building. In the immediate foreground, a short-haired tuxedo cat with a white chest, paws, and face, and black patches on its back and head, stands on a patch of muddy ground, looking directly into t... | {
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A vintage, weathered oval sign mounted on a rustic brick wall, depicting a retro-style flying saucer with intricate hatch details, circular windows, and metallic textures. The saucer has a green humanoid figure standing at the top edge, facing forward. Below the saucer, two smaller rocket ships with pointed noses and c... | {
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A black-and-white portrait of a young person standing outdoors in front of a basketball hoop with backboard, holding a large orange basketball with the text "JOGEL" and a small logo on it. The person has short dark hair, wears a dark hooded jacket with the hood up, and stands with arms slightly bent, gripping the baske... | {
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A detailed, close-up photograph of two Tawny Frogmouths perched closely together on a tree branch. The birds, with their stocky bodies, are facing the viewer. Their plumage is a complex pattern of mottled grey, brown, and white, creating a bark-like camouflage. The feathers appear slightly wet and disheveled, particula... | {
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Aerial daytime photograph of the Maiden's Tower (Kız Kulesi) standing on a small artificial islet in the middle of the Bosphorus strait, Istanbul. The tower is cylindrical with a conical roof, constructed from light brown stone blocks, topped with a flagpole flying a red flag with a white star and crescent. The base st... | {
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A close-up photograph of a Red-breasted Nuthatch perched on the edge of a wooden bird feeder, facing slightly upward and to the right. The bird has a slate-gray head and upperparts, a warm orange-brown chest and flanks, and a long, pointed black beak. The feeder is filled with small, light-colored seeds, and the backgr... | {
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A close-up photograph of a single seagull swimming in calm, shallow blue water with gentle ripples. The seagull has predominantly white plumage with gray wingtips, a yellow-orange beak, and black-tipped tail feathers. Its head is clean and white, eyes dark and alert, facing slightly left while the body is oriented righ... | {
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A night-time photograph of the Dome of the Rock in Jerusalem, captured from a low angle. The iconic, massive golden dome dominates the upper center of the frame, glowing with a warm, coppery-orange hue under the night sky. A small, delicate crescent finial sits atop its peak against the blackness. The dome rests on an ... | {
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A black-and-white portrait photograph of a man standing outdoors against a textured concrete wall with visible cracks and slight discoloration. The man wears a wide-brimmed black fedora hat tilted slightly forward, covering his eyes. He has short dark hair, a full beard, and a mustache. His attire consists of a long, d... | {
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An abstract oil painting featuring a dominant gradient of warm yellow hues transitioning from light to dark at the top, with thick, textured brushstrokes. The right side displays a vertical cluster of bold, overlapping orange and red strokes, creating a rough, uneven texture resembling a rocky cliff or abstracted folia... | {
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A black-and-white photograph of a quiet urban street corner featuring a three-story white residential building with rectangular windows and a small balcony on the second floor, its facade partially obscured by a white metal gate. Adjacent is a white single-story house with a steep, dark-tiled roof and a chimney. Three ... | {
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A photograph of a large, two-story wooden house nestled in a dense forest. The house is painted a vibrant, weathered green, with patches of peeling paint. Its architecture is complex, featuring multiple intersecting gables and varied rooflines made of dark metal. The exterior walls are constructed from horizontal woode... | {
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A close-up photograph of rain droplets densely covering a transparent glass surface, each droplet varying in size from small to medium, refracting light into circular distortions. The background, viewed through the droplets, shows a blurred outdoor scene with indistinct greenery and a pale, overcast sky. Sunlight faint... | {
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A close-up photograph of a small bird standing on lush green grass, facing slightly to the right. The bird has a black head with a white patch on top, a grayish-brown body with white streaks on wings and back, and a long, dark tail. Its beak is open, holding a bright yellow-green caterpillar or insect. The bird’s legs ... | {
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A close-up portrait of a young adult woman with medium brown skin, adjusting a white headscarf with black floral patterns wrapped around her head. She wears large, round, dark brown sunglasses with a tortoiseshell frame, a thin gold chain necklace, and a black long-sleeve top. Her left hand is raised to her head, finge... | {
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A close-up photo of a fluffy cat with thick, grayish-brown fur, yawning widely to reveal pink inner gums and a red tongue, eyes partially closed, whiskers spread out, sitting on a soft, textured surface with a blurred background of indistinct warm tones.
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A studio portrait of a young man with light brown skin and short, dark, curly hair in a high-top fade. He is looking directly at the camera with his left hand covering his mouth and chin. He is wearing a color-blocked windbreaker jacket with pink, white, and dark blue sections over a white t-shirt with a pocket on the ... | {
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A close-up photograph of a red grouse perched confidently on a moss-covered, lichen-speckled rock in a grassy field. The bird faces slightly to the left, displaying its rich reddish-brown plumage with subtle barring on the wings and tail feathers. The rock is textured with patches of white lichen and green moss, partia... | {
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A close-up photograph of a European green woodpecker perched on a forest floor covered in dry brown leaves and scattered green foliage. The bird has a bright yellow-green back, wings, and tail with black flight feathers. Its head is black with a distinctive red patch on the crown and nape, extending down to the beak. T... | {
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A wide-angle photograph of a rolling green hillside under a clear, bright blue sky with wispy clouds. Two cows grazing: one adult brown-and-white cow with a white face and legs, standing mid-slope, and one smaller, lighter brown calf with white patches on its face and legs, positioned slightly to the left and lower on ... | {
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A close-up photograph of a male bullfinch perched on a textured, moss-covered tree branch. The bird faces slightly to the right, showcasing its vibrant plumage with a deep black head, bright orange-brown chest and upperparts, contrasting white wing patches, and black tail with white edges. The background features blurr... | {
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A vintage-style photograph of a sandy beach near a body of water with a large cargo ship and smaller boats in the background under a cloudy sky. A young child, barefoot, wearing a knee-length, colorful swimsuit with tropical leaf and skull patterns in green, blue, and beige, stands on the right side, facing slightly aw... | {
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A black-and-white urban photograph featuring a modern high-rise building with a grid-like facade of staggered rectangular windows and protruding sections, positioned centrally. To the left, a low-rise glass-fronted structure with horizontal metal awnings and small potted plants along the base. In the foreground, a conc... | {
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A photograph of a Black man with a short, curly afro and a salt-and-pepper beard, standing outdoors on an asphalt road. He is wearing an oversized, loose-fitting white short-sleeved t-shirt with a large black graphic on the front. The graphic spells the word 'LOVE', where the letter 'O' is replaced by a basketball and ... | {
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A flat lay photograph of an artist's workspace on a light brown wooden tabletop. At the center is a painting on a white page of an open sketchbook. The artwork is a stylized portrait of a person with a featureless, beige-toned face, prominent red lips, and a short, blue bob haircut with a center part. The figure's neck... | {
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A close-up photograph of a black ibis standing on a rough, textured rock surface, its long, downward-curving red beak and dark feathers prominently displayed. The bird’s head feathers are slightly ruffled, and its eyes are focused forward. The background features a mix of weathered, light brown and gray rocks with patc... | {
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A three-story red-brick institutional building under clear blue sky, viewed from a low angle. Exterior features include rectangular windows with black metal bars, some with open shutters revealing interior darkness. Black metal street lamps with triangular glass shades mounted on wrought-iron poles in a staggered forma... | {
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Portrait of a young adult male with short, tightly coiled hair styled upward, facing slightly left with a slight upward gaze, tongue slightly protruding. Wearing a light blue, short-sleeve button-up shirt with a subtle checkered pattern. Background features a blurred urban setting with a building facade displaying vert... | {
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A nighttime city street scene captured from a low angle, showing only the legs and feet of a person leaning over a railing. The person wears dark blue jeans, white sneakers with blue laces and red accents, and a white sock with blue stripes on the left foot. The street below is busy with long-exposure light trails from... | {
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A fisheye aerial photograph of a long, stationary passenger train composed of multiple red double-decker carriages with white and yellow accents, arranged in a curved track. Each carriage features green destination displays and windows reflecting the surroundings. The train runs parallel to a dense, leafless forest wit... | {
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Aerial photograph of a rural farm at golden hour sunset, featuring a large red barn with a blue metal roof and stone foundation, positioned centrally with two small chimneys on the roof. The barn has a smaller attached structure with a gray roof on the right side. Adjacent to the barn, a cylindrical brick silo with whi... | {
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A 3D rendered black basketball with standard white stitching and panel lines floating in mid-air above a bright yellow cartoon-style hand. The hand is positioned with thumb up and fingers slightly curled, as if ready to catch or interact with the ball. Background is a solid gradient peach-pink color with no additional ... | {
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A close-up photograph of a person sitting on a beige patterned carpet with dark, curved, organic designs. The person wears a black leather skirt with visible stitching and a subtle sheen, exposing one leg. Fingernails are painted with a mix of bright pink, white, and light pink stripes. The foot is adorned with white s... | {
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A portrait of a young man sitting on a black metal stool against a solid mustard yellow background. He has short, dark curly hair and wears black sunglasses with a gold chain draped over them. His left hand rests on his head, fingers slightly curled. He wears a large, light beige oversized LANVIN Paris T-shirt with the... | {
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A close-up photograph of a pair of old, weathered wooden shutters mounted on a light beige stucco wall, partially open revealing two rectangular windows. The shutters are dark reddish-brown with significant peeling and chipped paint, exposing patches of lighter wood underneath. Horizontal slats on the top half of each ... | {
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A close-up photograph of a large raptor in mid-flight against a clear, deep blue sky with faint wispy clouds. The bird is a red-tailed hawk or similar species, captured from below with wings fully extended—primary and secondary feathers sharply defined, showcasing dark brown edges and lighter underwing patterns. The bi... | {
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A close-up still life composition featuring a tall, clear glass vase with a narrow neck and floral etched design, holding a large bouquet of white peonies with delicate green stems and leaves. The vase is placed centrally on a light pink, textured surface. To the left of the vase, two red peaches with smooth skin and s... | {
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A rustic wooden cabin nestled in a dense forest, partially obscured by towering evergreen trees with thick, sprawling branches. The cabin features a sloped, weathered shingle roof with moss growth along the edges, supported by exposed wooden beams. A large, ancient tree with a wide trunk and extensive root system grows... | {
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A close-up photograph of a seagull mid-takeoff from shallow coastal water, wings fully extended and slightly angled upward, body partially submerged, beak open, feathers predominantly gray and white with darker mottling on wings, small ripples radiating outward from its feet, calm ocean background with faint reflection... | {
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A flat lay composition on a light gray textured surface with a white rectangular object placed centrally. On top of this object, a folded newspaper displaying headlines including "DNA Testing Forces Wrenching Choices for Family Historians," "Beer Sales Plummet as Battle Brews," and a small green line graph with numeric... | {
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A black-and-white photograph of a narrow alleyway with a weathered, two-story building on the right side, its exterior showing signs of age with peeling paint and exposed wooden beams. The building has a white double door with a small window above it, partially obscured by dense, leafless branches of a tree casting int... | {
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A weathered traditional courtyard house with faded light blue stucco walls showing patches of exposed red brick and peeling paint. The roof features curved, dark grey tiles with visible wear and a central ridge. Three windows: left window with rusted metal bars and broken glass, middle window boarded with wooden planks... | {
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A black-and-white portrait photograph of a young adult male with short, neatly styled hair and a light stubble beard, facing the camera directly with a neutral expression. He wears a loose, short-sleeve crew-neck T-shirt with a slight sheen, and his right arm is bent at the elbow with a Rawlings baseball glove resting ... | {
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A captioned and aspect ratio bucketed dataset of about 200k pexel photos with subjectively good aesthetic quality, with a diverse range of themes
This version is scaled to approx 512^2 resolution. See below for more details
Bucketed Shards Dataset
This repository contains a bucketed-shards export (uncompressed TAR shards).
Format
- Format:
bucketed_shards_v1 - Created:
2026-01-08T09:51:12.478529+00:00 - Export ID:
export-2026-01-08T09:51:12.478529+00:00 - Manifest:
manifest.json
Directory layout:
manifest.json(global metadata + per-bucket shard listing)buckets/<bucket_id>/shard-*.tar
Each TAR shard contains 3 files per sample:
<key>.jpg(RGB JPEG)<key>.txt(caption text, UTF-8, newline-terminated)<key>.json(per-sample metadata: resize/crop/jpeg params + source size/path)
Image preprocessing
All images are processed deterministically per-sample:
- EXIF transpose, convert to RGB
- Cover-resize using torch CPU bicubic interpolation with antialiasing (
mode=bicubic,antialias=True) - Never upsample: samples that would require upscaling are skipped (
too_small_policy=drop) - Crop to the bucket target size (
crop_strategy=corner, allowed corners[2, 3])
Resize/crop details:
- Cover scale is
scale = max(target_w / src_w, target_h / src_h); ifscale > 1, the sample is skipped. - After resize, a crop box is chosen deterministically from the sample key (sha256 of
image_id).- Corner strategy chooses a corner from
allowed_cornerswhere0=TL, 1=TR, 2=BL, 3=BR(optional small jitter forcorner_jitter).
- Corner strategy chooses a corner from
JPEG encoding:
- quality
95 - subsampling policy
adaptive_scale(adaptive threshold0.85)
Buckets / resolutions
- Buckets follow SDXL-style proto buckets defined at a 1024×1024 base.
- Base resolution(s):
[512] - In single-res exports,
bucket_idis the proto (1024-base) bucket, e.g.p1024x1024. - In multi-res exports, buckets are namespaced by base resolution:
r<base>_<proto>, e.g.r512_p1024x1024. - The actual target resolution for each bucket (scaled by the per-bucket base resolution and
divisible=32) is stored in:manifest.json→buckets[<bucket_id>].scaled.w/h(andbase_resolution)- each sample’s
<key>.json→base.w/h, plusresizeandcropdetails
Bucket IDs (preview): p1024x1024, p1024x960, p1088x896, p1088x960, p1152x832, p1152x896, p1216x832, p1280x768, p1344x704, p1344x768, p1408x704, p1472x704, p1536x640, p1600x640, p1664x576, p1728x576, p1792x576, p1856x512, p1984x512, p2048x512, … (+13 more)
Bucket distribution:
| bucket_id | target_w×h | aspect | count |
|---|---|---|---|
| p832x1216 | 416×608 | 0.684 | 89,115 |
| p1216x832 | 608×416 | 1.462 | 73,621 |
| p832x1152 | 416×576 | 0.722 | 16,357 |
| p896x1152 | 448×576 | 0.778 | 8,652 |
| p1152x832 | 576×416 | 1.385 | 7,421 |
| p1344x768 | 672×384 | 1.750 | 5,771 |
| p768x1344 | 384×672 | 0.571 | 4,673 |
| p1280x768 | 640×384 | 1.667 | 2,534 |
| p1024x1024 | 512×512 | 1.000 | 1,912 |
| p1152x896 | 576×448 | 1.286 | 1,647 |
| p896x1088 | 448×544 | 0.824 | 1,485 |
| p768x1280 | 384×640 | 0.600 | 1,244 |
| p1344x704 | 672×352 | 1.909 | 402 |
| p960x1088 | 480×544 | 0.882 | 388 |
| p1088x896 | 544×448 | 1.214 | 381 |
| p960x1024 | 480×512 | 0.938 | 300 |
| p1024x960 | 512×480 | 1.067 | 246 |
| p1088x960 | 544×480 | 1.133 | 236 |
| p1408x704 | 704×352 | 2.000 | 145 |
| p1472x704 | 736×352 | 2.091 | 133 |
| p1536x640 | 768×320 | 2.400 | 69 |
| p704x1408 | 352×704 | 0.500 | 69 |
| p704x1472 | 352×736 | 0.478 | 35 |
| p1600x640 | 800×320 | 2.500 | 34 |
| p1664x576 | 832×288 | 2.889 | 25 |
| p1728x576 | 864×288 | 3.000 | 19 |
| p1792x576 | 896×288 | 3.111 | 15 |
| p1856x512 | 928×256 | 3.625 | 8 |
| p2048x512 | 1024×256 | 4.000 | 8 |
| p640x1536 | 320×768 | 0.417 | 6 |
| p1984x512 | 992×256 | 3.875 | 1 |
| p512x2048 | 256×1024 | 0.250 | 1 |
| p640x1600 | 320×800 | 0.400 | 1 |
Caption selection (waterfall)
Captions are selected from dataset.sqlite using the first matching selector (highest priority wins).
Within the same selector, the newest caption source is preferred.
Caption provenance:
- Per-sample
<key>.jsonincludescaption_source_id(int, fromdataset.sqlite). manifest.jsonincludes acaption_sourcestable mappingcaption_source_id→ backend/model/created_at plus prompt hashes (not prompt text).
Caption priority (waterfall) + planned usage:
| # | variant | backend | model | planned_images |
|---|---|---|---|---|
| 0 | caption_gemini | 34,898 | ||
| 1 | caption_ministral_14b_2512 | 182,056 |
Available caption variants (top 30):
| selected | variant | images_with_ok_caption |
|---|---|---|
| ✓ | caption_ministral_14b_2512 | 182,056 |
| ✓ | caption_gemini | 34,898 |
Missing caption policy: drop
Export summary
- images_seen: 216,954
- images_exported: 216,954
- skipped_no_caption: 0
- skipped_too_small: 0
- decode_errors: 0
- encode_errors: 0
Efficient loading
Recommended
Treat this as a webdataset-style collection of tar shards:
- Prefer sequential reads of tar files for throughput.
- Shuffle at the shard level (and optionally within-shard) for good randomness without expensive random I/O.
- Use
manifest.jsonto list buckets and shards.
Python (webdataset)
import webdataset as wds
urls = "buckets/*/shard-*.tar" # glob; adjust if you want a single bucket only
ds = (
wds.WebDataset(urls)
.decode("pil") # decodes .jpg to PIL.Image
.to_tuple("jpg", "txt", "json")
)
for jpg, caption, meta in ds:
...
Python (tarfile, no extra deps)
import io, json, tarfile
from pathlib import Path
tar_path = next(Path("buckets").rglob("shard-*.tar"))
with tarfile.open(tar_path, "r") as tf:
members = tf.getmembers()
for m in members:
if not m.name.endswith(".txt"):
continue
key = m.name[:-4]
caption = tf.extractfile(m).read().decode("utf-8").strip()
meta = json.loads(tf.extractfile(tf.getmember(key + ".json")).read().decode("utf-8"))
jpg_bytes = tf.extractfile(tf.getmember(key + ".jpg")).read()
...
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