import gradio as gr value = {"data": [['adept/fuyu-8b', 9408238592, 'bfloat16', 18839197139, 16668994720, 398163, 32710, 1007], ['allenai/Molmo-7B-D-0924', 8021025280, 'float32', 32091476019, 32084101120, 2321657, 166118, 536], ['allenai/Molmo-7B-O-0924', 7665032192, 'float32', 30664530516, 30660128768, 171661, 3298, 161], ['allenai/Molmo-72B-0924', 73308285952, 'float32', 293240595916, 293233143808, 35633, 1860, 286], ['CohereLabs/aya-vision-8b', 8631842032, 'float16', 17283995884, 8822727680, 234938, 19801, 300], ['CohereLabs/aya-vision-32b', 33137896688, 'float16', 66296113275, 33565786480, 2801, 274, 211], ['deepseek-community/Janus-Pro-1B', 2076636811, 'bfloat16', 4161118785, 2290904726, 13994, 4165, 0], ['deepseek-community/Janus-Pro-7B', 7407773323, 'bfloat16', 14823501857, 7485752982, 3908, 2102, 1], ['google/gemma-3-4b-it', 4300079472, 'bfloat16', 8639603101, 8600175842, 4204398, 1674493, 712], ['google/gemma-3-12b-it', 12187325040, 'bfloat16', 24414136353, 24374666978, 1448067, 250140, 446], ['google/gemma-3-27b-it', 27432406640, 'bfloat16', 54904341871, 54864829922, 2262899, 327698, 1496], ['HuggingFaceTB/SmolVLM-256M-Instruct', 256484928, 'bfloat16', 516619593, 321610624, 894480, 62824, 254], ['HuggingFaceTB/SmolVLM-500M-Instruct', 507482304, 'bfloat16', 1018616603, 558403072, 183723, 28024, 164], ['HuggingFaceTB/SmolVLM-Instruct', 2246272880, 'bfloat16', 4496168350, 2579824416, 782044, 133496, 513], ['HuggingFaceTB/SmolVLM2-2.2B-Instruct', 2246784880, 'float32', 8990875301, 5160160832, 756034, 60138, 220], ['HuggingFaceTB/SmolVLM2-256M-Video-Instruct', 256484928, 'float32', 1029585757, 643221248, 118090, 47007, 67], ['HuggingFaceTB/SmolVLM2-500M-Video-Instruct', 507482304, 'float32', 2033578112, 1116806144, 219332, 45367, 76], ['ibm-granite/granite-vision-3.2-2b', 2975396928, 'bfloat16', 5953061724, 3417263140, 76167, 5360, 99], ['ibm-granite/granite-vision-3.3-2b', 2975396928, 'bfloat16', 5954475539, 2989035492, 39794, 37766, 12], ['Kwai-Keye/Keye-VL-8B-Preview', 8696828736, 'bfloat16', 17405276281, 17393665160, 13032, 13032, 63], ['llava-hf/llava-onevision-qwen2-0.5b-ov-hf', 893675552, 'float16', 1794482001, 1293263972, 5394406, 199226, 39], ['llava-hf/llava-onevision-qwen2-0.5b-si-hf', 893675552, 'float16', 1794482001, 1293263972, 24427, 2940, 10], ['MiniMaxAI/MiniMax-VL-01', 456437219328, 'bfloat16', 915378655274, 912895417220, 72775, 26132, 275], ['mistral-community/pixtral-12b', 12682739712, 'bfloat16', 25375059241, 24023826560, 395637, 62633, 98], ['mistralai/Mistral-Small-3.1-24B-Instruct-2503', 24011361280, 'bfloat16', 48040160961, 46682094208, 620863, 231030, 1293], ['mistralai/Mistral-Small-3.2-24B-Instruct-2506', 24011361280, 'bfloat16', 48022859773, 46682094208, 124368, 124368, 360], ['moondream/moondream-2b-2025-04-14', 1927237104, 'float16', 3854538721, 1927630320, 524, 143, 5], ['moonshotai/Kimi-VL-A3B-Instruct', 16407657776, 'bfloat16', 32816694179, 33721283488, 538328, 196330, 210], ['moonshotai/Kimi-VL-A3B-Thinking', 16407657776, 'bfloat16', 32816694179, 33721283488, 239042, 102664, 427], ['NCSOFT/VARCO-VISION-2.0-14B', 15195602848, 'float16', 30402845058, 14848905408, 87, 87, 12], ['OpenGVLab/InternVL2_5-1B', 938193024, 'bfloat16', 1876478183, 1876386112, 300522, 27607, 59], ['OpenGVLab/InternVL2_5-2B', 2205754368, 'bfloat16', 4413058278, 4814164992, 169741, 42045, 28], ['OpenGVLab/InternVL2_5-4B', 3712637952, 'bfloat16', 7425459186, 7425276032, 219916, 49767, 51], ['OpenGVLab/InternVL2_5-8B', 8075365376, 'bfloat16', 16152338836, 16687605760, 631817, 122044, 93], ['OpenGVLab/InternVL2_5-26B', 25514186112, 'bfloat16', 51030057746, 51833684736, 102260, 2643, 31], ['OpenGVLab/InternVL2_5-38B', 38388164992, 'bfloat16', 76776642261, 76776330112, 112156, 1323, 49], ['OpenGVLab/InternVL2_5-78B', 78408318336, 'bfloat16', 156816992703, 156816636800, 95629, 1186, 192], ['OpenGVLab/InternVL3-1B', 938193024, 'bfloat16', 1883513777, 1876386112, 195756, 72927, 67], ['OpenGVLab/InternVL3-2B', 2088957440, 'bfloat16', 4185049499, 4177915008, 367777, 69558, 27], ['OpenGVLab/InternVL3-8B', 7944373760, 'bfloat16', 15895944648, 15888747648, 768318, 357439, 85], ['OpenGVLab/InternVL3-9B', 9138793472, 'bfloat16', 18280223289, 18277586944, 51768, 6134, 24], ['OpenGVLab/InternVL3-14B', 15117256704, 'bfloat16', 30241765257, 30234513536, 602705, 311535, 66], ['OpenGVLab/InternVL3-38B', 38388164992, 'bfloat16', 76783677882, 76776330112, 244326, 101096, 39], ['OpenGVLab/InternVL3-78B', 78408318336, 'bfloat16', 156824028613, 156816636800, 2529895, 788714, 200], ['Qwen/QVQ-72B-Preview', 73405560320, 'bfloat16', 146818421866, 72859219112, 658686, 36556, 596], ['Qwen/Qwen2-VL-2B-Instruct', 2208985600, 'bfloat16', 4425143975, 2874260648, 9587604, 1036036, 433], ['Qwen/Qwen2-VL-7B-Instruct', 8291375616, 'bfloat16', 16589924439, 8422141096, 14213773, 893560, 1214], ['Qwen/Qwen2-VL-72B-Instruct', 73405560320, 'bfloat16', 146818418286, 72859219112, 734772, 6455, 304], ['Qwen/Qwen2.5-VL-3B-Instruct', 3754622976, 'bfloat16', 7516443760, 4423312040, 12396092, 3779338, 456], ['Qwen/Qwen2.5-VL-3B-Instruct', 3754622976, 'bfloat16', 7516443760, 4423312040, 12396092, 3779338, 456], ['Qwen/Qwen2.5-VL-7B-Instruct', 8292166656, 'bfloat16', 16591512516, 8423723176, 18040410, 5259338, 1058], ['Qwen/Qwen2.5-VL-32B-Instruct', 33452718336, 'bfloat16', 68294776146, 32674159016, 1717586, 449768, 405], ['Qwen/Qwen2.5-VL-72B-Instruct', 73410777344, 'bfloat16', 146828858333, 72869653160, 2132529, 339780, 512], ['rhymes-ai/Aria', 25307311216, 'bfloat16', 50627702921, 49683028080, 206815, 23932, 631], ['Skywork/Skywork-R1V-38B', 38392158592, 'bfloat16', 76791654806, 76784317312, 49375, 12018, 127], ['THUDM/GLM-4.1V-9B-Thinking', 10292777472, 'bfloat16', 20605684458, 10564521344, 43052, 43052, 625], ['XiaomiMiMo/MiMo-VL-7B-RL', 8306217216, 'bfloat16', 16619635375, 8368538792, 33907, 19489, 155], ['XiaomiMiMo/MiMo-VL-7B-SFT', 8306217216, 'bfloat16', 16619635392, 8368538792, 86454, 76642, 46]], "headers": ['Model', 'Parameters', 'dtype', 'Size (on disk)', 'Memory usage', 'Downloads', 'Downloads (last 30 days)', 'Likes'], "metadata": {"display_value": [['adept/fuyu-8b', '9.41B', 'bfloat16', '18.84 GB', '15.52 GB', '398,163', '32,710', '1,007'], ['allenai/Molmo-7B-D-0924', '8.02B', 'float32', '32.09 GB', '29.88 GB', '2,321,657', '166,118', '536'], ['allenai/Molmo-7B-O-0924', '7.67B', 'float32', '30.66 GB', '28.55 GB', '171,661', '3,298', '161'], ['allenai/Molmo-72B-0924', '73.31B', 'float32', '293.24 GB', '273.09 GB', '35,633', '1,860', '286'], ['CohereLabs/aya-vision-8b', '8.63B', 'float16', '17.28 GB', '8.22 GB', '234,938', '19,801', '300'], ['CohereLabs/aya-vision-32b', '33.14B', 'float16', '66.30 GB', '31.26 GB', '2,801', '274', '211'], ['deepseek-community/Janus-Pro-1B', '2.08B', 'bfloat16', '4.16 GB', '2.13 GB', '13,994', '4,165', '0'], ['deepseek-community/Janus-Pro-7B', '7.41B', 'bfloat16', '14.82 GB', '6.97 GB', '3,908', '2,102', '1'], ['google/gemma-3-4b-it', '4.30B', 'bfloat16', '8.64 GB', '8.01 GB', '4,204,398', '1,674,493', '712'], ['google/gemma-3-12b-it', '12.19B', 'bfloat16', '24.41 GB', '22.7 GB', '1,448,067', '250,140', '446'], ['google/gemma-3-27b-it', '27.43B', 'bfloat16', '54.90 GB', '51.1 GB', '2,262,899', '327,698', '1,496'], ['HuggingFaceTB/SmolVLM-256M-Instruct', '256.48M', 'bfloat16', '516.62 MB', '306.71 MB', '894,480', '62,824', '254'], ['HuggingFaceTB/SmolVLM-500M-Instruct', '507.48M', 'bfloat16', '1.02 GB', '532.53 MB', '183,723', '28,024', '164'], ['HuggingFaceTB/SmolVLM-Instruct', '2.25B', 'bfloat16', '4.50 GB', '2.4 GB', '782,044', '133,496', '513'], ['HuggingFaceTB/SmolVLM2-2.2B-Instruct', '2.25B', 'float32', '8.99 GB', '4.81 GB', '756,034', '60,138', '220'], ['HuggingFaceTB/SmolVLM2-256M-Video-Instruct', '256.48M', 'float32', '1.03 GB', '613.42 MB', '118,090', '47,007', '67'], ['HuggingFaceTB/SmolVLM2-500M-Video-Instruct', '507.48M', 'float32', '2.03 GB', '1.04 GB', '219,332', '45,367', '76'], ['ibm-granite/granite-vision-3.2-2b', '2.98B', 'bfloat16', '5.95 GB', '3.18 GB', '76,167', '5,360', '99'], ['ibm-granite/granite-vision-3.3-2b', '2.98B', 'bfloat16', '5.95 GB', '2.78 GB', '39,794', '37,766', '12'], ['Kwai-Keye/Keye-VL-8B-Preview', '8.70B', 'bfloat16', '17.41 GB', '16.2 GB', '13,032', '13,032', '63'], ['llava-hf/llava-onevision-qwen2-0.5b-ov-hf', '893.68M', 'float16', '1.79 GB', '1.2 GB', '5,394,406', '199,226', '39'], ['llava-hf/llava-onevision-qwen2-0.5b-si-hf', '893.68M', 'float16', '1.79 GB', '1.2 GB', '24,427', '2,940', '10'], ['MiniMaxAI/MiniMax-VL-01', '456.44B', 'bfloat16', '915.38 GB', '850.2 GB', '72,775', '26,132', '275'], ['mistral-community/pixtral-12b', '12.68B', 'bfloat16', '25.38 GB', '22.37 GB', '395,637', '62,633', '98'], ['mistralai/Mistral-Small-3.1-24B-Instruct-2503', '24.01B', 'bfloat16', '48.04 GB', '43.48 GB', '620,863', '231,030', '1,293'], ['mistralai/Mistral-Small-3.2-24B-Instruct-2506', '24.01B', 'bfloat16', '48.02 GB', '43.48 GB', '124,368', '124,368', '360'], ['moondream/moondream-2b-2025-04-14', '1.93B', 'float16', '3.85 GB', '1.8 GB', '524', '143', '5'], ['moonshotai/Kimi-VL-A3B-Instruct', '16.41B', 'bfloat16', '32.82 GB', '31.41 GB', '538,328', '196,330', '210'], ['moonshotai/Kimi-VL-A3B-Thinking', '16.41B', 'bfloat16', '32.82 GB', '31.41 GB', '239,042', '102,664', '427'], ['NCSOFT/VARCO-VISION-2.0-14B', '15.20B', 'float16', '30.40 GB', '13.83 GB', '87', '87', '12'], ['OpenGVLab/InternVL2_5-1B', '938.19M', 'bfloat16', '1.88 GB', '1.75 GB', '300,522', '27,607', '59'], ['OpenGVLab/InternVL2_5-2B', '2.21B', 'bfloat16', '4.41 GB', '4.48 GB', '169,741', '42,045', '28'], ['OpenGVLab/InternVL2_5-4B', '3.71B', 'bfloat16', '7.43 GB', '6.92 GB', '219,916', '49,767', '51'], ['OpenGVLab/InternVL2_5-8B', '8.08B', 'bfloat16', '16.15 GB', '15.54 GB', '631,817', '122,044', '93'], ['OpenGVLab/InternVL2_5-26B', '25.51B', 'bfloat16', '51.03 GB', '48.27 GB', '102,260', '2,643', '31'], ['OpenGVLab/InternVL2_5-38B', '38.39B', 'bfloat16', '76.78 GB', '71.5 GB', '112,156', '1,323', '49'], ['OpenGVLab/InternVL2_5-78B', '78.41B', 'bfloat16', '156.82 GB', '146.05 GB', '95,629', '1,186', '192'], ['OpenGVLab/InternVL3-1B', '938.19M', 'bfloat16', '1.88 GB', '1.75 GB', '195,756', '72,927', '67'], ['OpenGVLab/InternVL3-2B', '2.09B', 'bfloat16', '4.19 GB', '3.89 GB', '367,777', '69,558', '27'], ['OpenGVLab/InternVL3-8B', '7.94B', 'bfloat16', '15.90 GB', '14.8 GB', '768,318', '357,439', '85'], ['OpenGVLab/InternVL3-9B', '9.14B', 'bfloat16', '18.28 GB', '17.02 GB', '51,768', '6,134', '24'], ['OpenGVLab/InternVL3-14B', '15.12B', 'bfloat16', '30.24 GB', '28.16 GB', '602,705', '311,535', '66'], ['OpenGVLab/InternVL3-38B', '38.39B', 'bfloat16', '76.78 GB', '71.5 GB', '244,326', '101,096', '39'], ['OpenGVLab/InternVL3-78B', '78.41B', 'bfloat16', '156.82 GB', '146.05 GB', '2,529,895', '788,714', '200'], ['Qwen/QVQ-72B-Preview', '73.41B', 'bfloat16', '146.82 GB', '67.86 GB', '658,686', '36,556', '596'], ['Qwen/Qwen2-VL-2B-Instruct', '2.21B', 'bfloat16', '4.43 GB', '2.68 GB', '9,587,604', '1,036,036', '433'], ['Qwen/Qwen2-VL-7B-Instruct', '8.29B', 'bfloat16', '16.59 GB', '7.84 GB', '14,213,773', '893,560', '1,214'], ['Qwen/Qwen2-VL-72B-Instruct', '73.41B', 'bfloat16', '146.82 GB', '67.86 GB', '734,772', '6,455', '304'], ['Qwen/Qwen2.5-VL-3B-Instruct', '3.75B', 'bfloat16', '7.52 GB', '4.12 GB', '12,396,092', '3,779,338', '456'], ['Qwen/Qwen2.5-VL-3B-Instruct', '3.75B', 'bfloat16', '7.52 GB', '4.12 GB', '12,396,092', '3,779,338', '456'], ['Qwen/Qwen2.5-VL-7B-Instruct', '8.29B', 'bfloat16', '16.59 GB', '7.85 GB', '18,040,410', '5,259,338', '1,058'], ['Qwen/Qwen2.5-VL-32B-Instruct', '33.45B', 'bfloat16', '68.29 GB', '30.43 GB', '1,717,586', '449,768', '405'], ['Qwen/Qwen2.5-VL-72B-Instruct', '73.41B', 'bfloat16', '146.83 GB', '67.87 GB', '2,132,529', '339,780', '512'], ['rhymes-ai/Aria', '25.31B', 'bfloat16', '50.63 GB', '46.27 GB', '206,815', '23,932', '631'], ['Skywork/Skywork-R1V-38B', '38.39B', 'bfloat16', '76.79 GB', '71.51 GB', '49,375', '12,018', '127'], ['THUDM/GLM-4.1V-9B-Thinking', '10.29B', 'bfloat16', '20.61 GB', '9.84 GB', '43,052', '43,052', '625'], ['XiaomiMiMo/MiMo-VL-7B-RL', '8.31B', 'bfloat16', '16.62 GB', '7.79 GB', '33,907', '19,489', '155'], ['XiaomiMiMo/MiMo-VL-7B-SFT', '8.31B', 'bfloat16', '16.62 GB', '7.79 GB', '86,454', '76,642', '46']], }, } with gr.Blocks() as demo: gr.Markdown("# Model stats\nCheck metadata and statistics for different models. Last updated: Jul 17, 2025\n## Vision") gr.Dataframe(value, show_search="search") demo.launch()