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196
n02097047_2079
[ [ 2455, 12527, 38247, 12118, 12655, 1430, 45445, 24919, 16707, 40350, 47151, 41607, 26197, 57863, 51213, 53527, 62533, 37787, 42382, 39111, 51973, 45188, 27269, 28754, 34239, 19959, 46317, 3581, 11243...
A salt-and-pepper miniature schnauzer lies comfortably on a brown carpeted step, its paws stretched out in front of it and one ear cocked slightly; a gold tag is visible on its collar. The dog is positioned near a white banister composed of slender, cylindrical posts, while in the background, a glimpse of an orange doo...
40
n01682714_8546
[ [ 61343, 45911, 50847, 48519, 58015, 63591, 43149, 60199, 63815, 58439, 56023, 50399, 49935, 38150, 57543, 60679, 56903, 55469, 33103, 45958, 60559, 63943, 54351, 43351, 20438, 20430, 56270, 43406, 40...
A close-up shot captures the head and upper torso of an American chameleon, or green anole, showcasing its open mouth revealing a pink tongue and the inner workings of its throat. The lizard's skin is primarily a vibrant green, transitioning to a lighter, almost white hue around its neck and jawline, where small, intri...
522
n03134739_3100
[ [ 48095, 12062, 34918, 718, 9345, 41908, 31837, 54093, 1699, 21197, 42285, 30551, 7385, 20300, 37291, 35550, 33825, 45378, 44450, 47436, 42145, 35011, 8987, 59153, 53211, 14423, 20311, 62951, 50133, ...
A woman with graying hair and glasses, wearing a colorful striped shirt and maroon pants, kneels on a red-brown floor alongside a baby wearing a lavender shirt and jeans; the baby is sitting and focused on a green croquet ball with white stripes, while the woman smiles and reaches for a yellow croquet ball with white s...
806
n04254777_3064
[ [ 19339, 62215, 45087, 10052, 62742, 60166, 57103, 53892, 34947, 20314, 62165, 42268, 41763, 55027, 2277, 3585, 6735, 29801, 5915, 55295, 45406, 47487, 45413, 53117, 54766, 49004, 32111, 32750, 50109,...
A knitted green sock lays across a white, chipped window sill with a ball of matching green yarn resting beside it near the upper right corner of the image. The sock features a textured stitch pattern with vertical ribs at the cuff and a more open-weave design across the body, while the yarn is tightly wound into a smo...
449
n02859443_5650
[ [ 47927, 11646, 25087, 24879, 58801, 46035, 46054, 23001, 22335, 24063, 60914, 28066, 17915, 22434, 23543, 48569, 58844, 22499, 51180, 35819, 51181, 46050, 48629, 48620, 51181, 48612, 51181, 46060, 63...
A row of modern, identical houses are situated in the middle of a calm body of water, each built with a red brick base, large windows, grey shingled roofs, and small balconies extending over the water; the reflections of the houses shimmer on the water's surface, and some algae growth is visible near the waterline; a g...
192
n02096177_2282
[ [ 19560, 3600, 1552, 1608, 6673, 19984, 27668, 19744, 21512, 15896, 57368, 17456, 16936, 15904, 45620, 29338, 37930, 16433, 9272, 16923, 63096, 6168, 2056, 6722, 42246, 13398, 13318, 32415, 15879, ...
On a wooden floor, a medium-sized tan and gray cairn terrier playfully sprawls almost entirely on top of a larger dog, pinning it to the ground. The cairn terrier, with its characteristic wiry fur and darker markings around its eyes, appears to be playfully biting or nipping at the other dog's face and neck, while the ...
239
n02107683_5102
[ [ 43298, 42898, 30017, 30433, 30105, 34706, 27529, 2001, 47443, 37777, 32531, 22425, 19307, 42394, 32672, 44946, 16801, 16601, 45458, 16320, 32491, 44928, 30416, 41824, 32672, 32521, 17688, 54362, 304...
Underneath a teal-colored table, a group of five Bernese Mountain Dog puppies huddle together on a light gray surface. The puppies have distinct black, white, and brown markings, with one puppy sticking out its pink tongue playfully, and all of them generally facing forward towards the viewer with their cute facial exp...
1
n01443537_18604
[ [ 3622, 51895, 19539, 52037, 38943, 38918, 1111, 25700, 44677, 19084, 15638, 15922, 43590, 17031, 12943, 40975, 14031, 38646, 2823, 16591, 26270, 18062, 6487, 117, 40702, 3223, 51349, 18591, 29197, ...
The image presents a densely packed school of goldfish, their bodies a vibrant, warm orange that dominates the frame, creating an almost abstract pattern of scales, fins, and eyes; some fish exhibit subtle variations in color, with a few displaying small white patches, adding depth and visual interest to the mass of cr...
318
n02264363_4016
[ [ 41602, 28424, 19073, 29453, 54661, 4039, 1938, 5591, 450, 13067, 3532, 31703, 46036, 60758, 57109, 7115, 7134, 1987, 16323, 32147, 3045, 3532, 20444, 17864, 14739, 58734, 40238, 42239, 42806, 56...
An insect, specifically a lacewing or lacewing fly, is captured in a close-up shot, perched delicately on the tip of a green plant stem with small, emerging buds; the lacewing's intricate, translucent wings, adorned with a network of veins, extend gracefully from its brown body, while its long, slender antennae stretch...
650
n03759954_24005
[ [ 58646, 61087, 58590, 60647, 58646, 60575, 43294, 60639, 61159, 58582, 58087, 58143, 58086, 60639, 58206, 61159, 60694, 60647, 58591, 58079, 48406, 60647, 61278, 58023, 58661, 58087, 45782, 58151, 56...
A close-up, low-angle shot features a microphone with a woven metal grill head against a solid pink background, the cylindrical body of the microphone extends downwards and is attached to a stand with a visible clip, all predominantly in dark tones with the grill head reflecting light creating brighter highlights.
696
n03876231_33996
[ [ 31832, 41496, 31768, 42008, 44056, 29208, 42008, 31256, 41496, 41496, 44568, 44568, 44120, 42008, 44056, 31768, 40984, 44056, 42008, 44056, 42016, 41496, 42016, 41496, 42008, 28184, 29720, 44056, 28...
A close-up shot depicts two hands, clad in blue rubber gloves smeared with yellow paint, applying the same vibrant yellow paint to a textured wall; one hand holds a slender paintbrush aloft, while the other wields a broader brush, diligently covering the wall's rough surface, which also features a metal hook anchored i...
771
n04125021_5078
[ [ 40876, 10304, 46021, 39389, 49071, 36823, 37837, 43974, 30036, 47574, 46981, 61837, 59861, 18887, 42959, 61909, 10119, 7134, 55109, 6531, 60815, 26828, 42274, 42765, 59612, 58245, 59278, 29638, 4656...
The image displays a large, green, steel safe with a rectangular shape and a slightly aged appearance, featuring a silver-colored handle turned downwards in the middle of the door, a combination lock above it, and what appears to be a small, round button to the right of the combination lock. The safe is sitting on a su...
829
n04335435_124863
[ [ 18528, 21128, 28225, 31858, 3104, 15554, 29544, 5725, 18632, 13546, 8459, 3308, 19201, 23594, 8768, 3288, 23708, 16196, 31467, 5955, 22308, 25079, 11097, 12701, 31715, 51059, 35780, 9085, 37249, ...
A white and red vintage-style tram, numbered "13" and "177," travels along a tree-lined street on embedded tracks, passing a building behind a wrought-iron fence on the left and cars on the right-hand side of the asphalt road under a partly cloudy sky.
232
n02106166_8341
[ [ 11155, 18171, 19796, 6035, 21365, 1450, 62554, 49933, 19016, 30832, 31248, 48196, 34370, 45315, 45194, 49731, 50946, 45123, 45780, 50056, 20097, 54849, 52570, 16223, 9051, 1427, 6356, 864, 9059, ...
A black and white Border Collie dog lies prone on a verdant lawn, its body relaxed, with its head facing the camera and its pink tongue slightly protruding from its mouth; a white stripe runs down the center of its face, flanked by brown markings above its eyes, and speckled patches adorn its white paws, giving an impr...
683
n03838899_28485
[ [ 60497, 59923, 58962, 43731, 44128, 28212, 26978, 13092, 41233, 60706, 33290, 57936, 17452, 21585, 51780, 52739, 56491, 34883, 55322, 28210, 14922, 15953, 47171, 21514, 44113, 35090, 35345, 19545, 46...
Contained within a dark brown, leather-trimmed case lined with maroon velvet, a black oboe sits disassembled into three primary sections. The two longer sections, positioned parallel to each other, showcase the intricate key and button mechanism of the instrument, while the oboe's bell sits separately between them. The...
272
n02114855_14674
[ [ 16987, 14432, 5193, 59616, 27826, 44065, 54344, 1625, 38649, 43096, 24812, 42161, 17537, 24573, 18970, 7234, 6433, 3138, 34953, 18730, 14147, 14060, 19012, 921, 16138, 4121, 5697, 50786, 16611, ...
A coyote, also known as a prairie wolf or brush wolf (Canis latrans), is nestled amidst dense foliage, its tawny head and alert eyes peering from between tall green stalks and broad, light-colored leaves. The coyote's fur transitions from reddish-brown around its face to a mottled gray and brown across its back and bod...
825
n04326547_19339
[ [ 50843, 44445, 22490, 35045, 23002, 37684, 22932, 49902, 9690, 48916, 37724, 35649, 12108, 63764, 63456, 61100, 7366, 24501, 25556, 36772, 38234, 50974, 11716, 49243, 32068, 10673, 37458, 60325, 6396...
A meticulously constructed stone wall exhibits a tight, mortarless fit between large, irregularly shaped, grey stones. The stones, varying in size and polygonal form, interlock seamlessly, showcasing precision craftsmanship and the rough texture of the natural stone.
42
n01687978_11724
[ [ 33620, 9519, 18893, 2378, 36766, 2708, 1883, 31522, 6353, 3275, 9565, 777, 21714, 44180, 17113, 1280, 41588, 29312, 17107, 20763, 27268, 1864, 27612, 10946, 21137, 17057, 18190, 3457, 1128, 5778...
An agama lizard with dark, spiky scales and a slender tail is perched on a light-colored, speckled concrete border, its head held high as it looks towards the upper left corner of the frame, where a patch of vibrant green grass flourishes; the lower portion of the image features the edge of dark brown wooden planks, pa...
706
n03899768_3286
[ [ 62890, 31037, 55076, 46332, 51500, 49077, 31532, 11229, 16664, 20725, 5888, 6169, 5462, 21602, 2952, 18521, 3331, 8226, 18760, 49192, 16665, 46259, 30096, 45073, 41096, 21592, 54353, 27220, 48262, ...
Nestled within a lush, verdant courtyard, a charming outdoor dining area is arranged on a checkered tile patio, featuring a round table draped in a forest-green tablecloth adorned with a delicate white trim, and crowned with a vibrant bouquet of red flowers; surrounding the table are four white plastic chairs, creating...
387
n02509815_1702
[ [ 39312, 55635, 28257, 12124, 31843, 27928, 29992, 62283, 42155, 8333, 29930, 25401, 44553, 31744, 19987, 27036, 16305, 47105, 55873, 34889, 56387, 47689, 56385, 42057, 54856, 28697, 17131, 6861, 2416...
A red panda, also known as a lesser panda or fire fox, peeks out from behind a thicket of green bamboo leaves. The panda has reddish-brown fur around its face with white patches above the eyes and around the nose, which is black. The bamboo branches and leaves partially obscure the panda, giving a sense of it being hid...
612
n03599486_16623
[ [ 8978, 8385, 21818, 2817, 11997, 6033, 12003, 15570, 9995, 2760, 3796, 22846, 10456, 37448, 2861, 19688, 35977, 52378, 16609, 4612, 47106, 60009, 131, 16650, 3301, 3841, 8842, 17633, 5712, 51046,...
A brightly colored photograph captures a moment on a street featuring a traditional Japanese rickshaw, where a young woman wearing a blue floral kimono and adorned with a flower in her hair sits smiling, while a puller dressed in a white shirt with a distinctive black symbol and dark shorts stands facing her, poised as...
607
n03590841_10600
[ [ 3480, 6404, 9433, 1364, 8960, 8338, 1865, 33996, 50986, 4553, 41510, 51421, 43762, 48971, 23789, 11547, 12604, 6885, 31406, 21175, 47387, 42036, 29016, 43275, 16705, 36651, 7554, 23699, 17348, 5...
A vibrant orange jack-o'-lantern sits on a patch of green grass, its carved face displaying an array of menacing features including triangular, narrowed eyes with circular cutouts in the center, a large triangular nose, and a wide, toothy grin revealing the hollow interior where a small, dark object rests—likely the ba...
286
n02125311_20209
[ [ 17822, 48868, 29876, 15149, 44045, 38594, 29418, 44213, 55012, 22193, 42114, 54918, 58050, 49414, 31246, 6931, 31502, 1319, 47022, 16678, 47462, 18894, 23765, 37003, 28669, 30879, 60254, 33111, 3766...
The image depicts a close-up of several cougars or mountain lions in a state of repose, likely sleeping or resting, with one individual prominent in the foreground, lying on its back with a paw extended upward; the texture of their fur is visible, ranging from light brown to tan, and some portions are illuminated by br...
138
n02018795_1761
[ [ 6481, 50786, 29476, 12568, 45091, 16986, 36592, 19523, 4426, 50503, 30610, 50220, 9683, 51048, 16081, 21522, 6786, 33907, 33104, 8835, 43745, 45745, 42251, 19227, 34893, 7045, 50028, 51168, 6482, ...
A bustard stands prominently amidst a grassy field dotted with small yellow flowers and scattered white stones, its long neck and patterned plumage distinguishing it from the surrounding green shrubs and sparse trees that create a backdrop of an arid, savanna-like environment.
340
n02391049_6385
[ [ 46989, 47502, 60303, 46478, 46933, 46485, 49622, 44431, 35151, 59779, 59653, 44439, 59797, 47446, 56710, 46406, 47062, 44302, 29470, 48981, 61391, 36172, 60303, 41422, 59227, 48022, 55126, 41319, 54...
A zebra foal stands alert in a dry, grassy plain. The foal has a distinct black and white striped pattern across its body, with a short, dark mane. The surrounding landscape is arid, filled with sparse, beige-colored vegetation, suggesting a savanna environment. The zebra's gaze is directed towards the left, giving the...
835
n04355338_2663
[ [ 379, 21250, 56907, 56422, 48508, 44892, 50277, 3499, 20917, 43723, 58898, 22554, 14490, 50717, 40603, 21217, 31862, 16227, 43876, 43841, 57424, 17001, 54078, 28497, 29280, 30966, 43930, 50704, 43709...
This is a close-up of an ornate, aged sundial, featuring golden Roman numerals around its perimeter and a decorative, sculpted stone border with intricate plant and figure motifs; a golden gnomon casts a shadow across the surface, which is subtly adorned with small, star-shaped details, while thick, curved dividers sec...
508
n03085013_18918
[ [ 11796, 13414, 38222, 26219, 40647, 26263, 44152, 7171, 26694, 19501, 38032, 39519, 39630, 39055, 39603, 6671, 42839, 13655, 46177, 34836, 2576, 22051, 5649, 4629, 54487, 13762, 41309, 44482, 16218, ...
A compact, dark grey Perixx keyboard with a built-in touchpad is held up, obscuring the face of a person wearing a dark green shirt; a hand with light skin and trimmed fingernails is positioned on the lower left corner of the keyboard, partially covering the touchpad area, and the keys are standard QWERTY layout with a...
316
n02256656_9855
[ [ 58637, 27871, 45807, 57428, 56077, 45709, 61271, 40805, 59246, 42766, 58197, 45797, 47197, 42858, 27422, 42262, 58150, 30471, 42591, 40163, 30133, 58006, 55021, 9422, 44910, 40653, 42855, 60188, 176...
A cicada, or cicala, rests on a weathered wooden surface. Its translucent wings, patterned with a delicate network of veins, extend beyond its abdomen, reflecting light in scattered white patches. The insect's body features a mix of colors, including shades of green, white, and subtle yellows, with its head and legs ex...
934
n07697537_37711
[ [ 21593, 29272, 41552, 44569, 28752, 28696, 60433, 18017, 16897, 45072, 31377, 16936, 16912, 55880, 41561, 8720, 52386, 14344, 31752, 59923, 29896, 19798, 48024, 30745, 25098, 45325, 23636, 11289, 317...
Five generously topped hot dogs are arranged on a silver foil tray, their plump, reddish franks nestled in soft, white buns and smothered in a vibrant, chunky green guacamole. A zig-zag pattern of creamy, pale yellow sauce adorns each hot dog, adding a contrasting flavor and visual appeal to the already enticing presen...
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The dataset contains imagenet-1k resized to 256x256, along with corresponding captions generated by gemini-2.0-flash, and discrete tokens generated by NVIDIA Cosmos tokenizer.

Specifically the following steps are done in order

  1. Start with hf:timm/imagenet-1k-wds
  2. Generate captions for the images with gemini-2.0-flash with the following config:.
_SYSTEM_PROMPT = '''Caption the ImageNet-21K in a single, detailed paragraph, without introductory phrases like "This image showcases", "Here's a detailed description".'''
def get_messages(img, wordnet_lemmas, system_prompt):
    messages = [
        {
            "role": "system",
            "content": [
                {"type": "text", "text": system_prompt},
            ]
        },
        {
            "role": "user",
            "content": [
                {
                    "type": "image_url",
                    "image_url": {
                        "url": f"data:image/jpeg;base64,{encode_image_from_pil(img)}"
                    },
                },
                {
                    "type": "text",
                    "text": f"ImageNet-21K Wordnet Labels: {wordnet_lemmas}.",
                },
            ],
        }
    ]
    return messages
  1. Center Crop and Resize images to 256x256. Discard images with min(w, h) < 256. We end up discarding X train and Y validation samples. TODO: Add x, y
  2. Generate Discrete tokens using CosmosDI8x8 tokenizer with cosmos-predict1 inference code
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