Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem
Paper
•
2512.03073
•
Published
•
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| 28
|
64e71e428a431a73c82ba3ad
|
facebook/mms-tts-eng
|
facebook
| 2026-01-12T00:00:00
| 2023-08-24T09:09:22
| 5,632,076
| 4
|
enterprise
|
company
|
[
"United States of America"
] |
facebook
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[
"No"
] |
[
"English"
] |
Text --> Audio
| 29
|
661f97d48e7f3438386f755d
|
meta-llama/Meta-Llama-3-8B
|
facebook
| 2026-01-12T00:00:00
| 2024-04-17T09:35:16
| 30,150,626
| 9
|
user
|
company
|
[
"United States of America"
] |
facebook
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
"English"
] |
Text --> Text
| 30
|
66e81c0ecfd2f50991047e92
|
Qwen/Qwen2.5-0.5B-Instruct
|
Qwen
| 2026-01-12T00:00:00
| 2024-09-16T11:52:46
| 18,546,429
| 1
|
team
|
company
|
[
"China"
] |
Qwen
|
China
|
[
"China"
] |
China
|
China
|
China
|
[
"Qwen/Qwen2.5-0.5B"
] |
[
"French",
"Japanese",
"Korean",
"Portuguese",
"Vietnamese",
"Mandarin Chinese",
"English",
"German",
"Russian",
"Italian",
"Thai",
"Standard Arabic",
"Spanish"
] |
Text --> Text
| 31
|
66eaebb25fcdca258b9576cb
|
meta-llama/Llama-3.2-1B
|
facebook
| 2026-01-12T00:00:00
| 2024-09-18T15:03:14
| 44,151,448
| 9
|
user
|
company
|
[
"United States of America"
] |
facebook
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[
"meta-llama/Llama-3.1-8B"
] |
[
"French",
"Portuguese",
"English",
"German",
"Hindi",
"Italian",
"Thai",
"Spanish"
] |
Text --> Text
| 32
|
672379b045bf745cb0f1a79a
|
Lightricks/LTX-Video
|
Lightricks
| 2026-01-12T00:00:00
| 2024-10-31T12:36:00
| 4,152,376
| 9
|
team
|
company
|
[
"United States of America"
] |
Lightricks
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
"English"
] |
Image + Text + Video --> Video
| 33
|
6795ffcd88cd7c0294702a72
|
Qwen/Qwen2.5-VL-7B-Instruct
|
Qwen
| 2026-01-12T00:00:00
| 2025-01-26T09:26:37
| 41,052,711
| 9
|
team
|
company
|
[
"China"
] |
Qwen
|
China
|
[
"China"
] |
China
|
China
|
China
|
[
"Qwen/Qwen2-VL-7B"
] |
[
"English"
] |
Image + Text + Video --> Image Embed/Class + Text Embed/Class
| 34
|
687060f05721fba56ca177a8
|
moonshotai/Kimi-K2-Instruct
|
moonshotai
| 2026-01-12T00:00:00
| 2025-07-11T00:55:12
| 1,395,848
| 3
|
user
|
user
|
[
"user"
] |
moonshotai
|
user
|
[
"user"
] |
user
|
User
|
User
|
[
"moonshotai/Kimi-K2-Base"
] |
[
"English",
"Mandarin Chinese"
] |
Text --> Text
| 35
|
621ffdc036468d709f174338
|
google-bert/bert-base-uncased
|
google
| 2026-01-12T00:00:00
| 2022-03-02T23:29:04
| 2,647,476,141
| 6
|
user
|
company
|
[
"United States of America"
] |
google
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
"English"
] |
Text --> Text Embed/Class
| 36
|
621ffdc036468d709f17434d
|
openai-community/gpt2
|
openai
| 2026-01-12T00:00:00
| 2022-03-02T23:29:04
| 810,716,997
| 6
|
user
|
company
|
[
"United States of America"
] |
openai
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
"English"
] |
Text --> Text
| 37
|
621ffdc136468d709f180297
|
sentence-transformers/all-mpnet-base-v2
|
sentence-transformers
| 2026-01-12T00:00:00
| 2022-03-02T23:29:05
| 1,088,751,726
| 6
|
free
|
university
|
[
"United States of America",
"Germany"
] |
microsoft
|
United States of America
|
[
"United States of America",
"International",
"India",
"Belgium"
] |
United States of America
|
USA
|
USA
|
[
"microsoft/mpnet-base"
] |
[
"English"
] |
Text --> Text Embed/Class
| 38
|
658fb85235c41262d661dc48
|
TinyLlama/TinyLlama-1.1B-Chat-v1.0
|
TinyLlama
| 2026-01-12T00:00:00
| 2023-12-30T06:27:30
| 30,033,977
| 9
|
free
|
university
|
[
"Singapore"
] |
TinyLlama
|
Singapore
|
[
"Singapore"
] |
Singapore
|
Asia
|
Asia
|
[
"TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T"
] |
[
"English",
"Code"
] |
Text --> Text
| 39
|
6690ee4190a83f3e25f11393
|
ZhengPeng7/BiRefNet
|
ZhengPeng7
| 2026-01-12T00:00:00
| 2024-07-12T08:50:09
| 12,290,112
| 8
|
user
|
user
|
[
"user"
] |
ZhengPeng7
|
user
|
[
"user"
] |
user
|
User
|
User
|
[] |
[
"Unknown"
] |
Image --> Image
| 40
|
678e11922b39b4ed1381531b
|
deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
|
deepseek-ai
| 2026-01-12T00:00:00
| 2025-01-20T09:04:18
| 15,069,854
| 0
|
free
|
company
|
[
"China"
] |
Qwen
|
China
|
[
"China"
] |
China
|
China
|
China
|
[
"Qwen/Qwen2.5-Math-1.5B"
] |
[
"English",
"Mandarin Chinese"
] |
Text --> Text
| 41
|
67be35b066f702bfed7d3bdc
|
Comfy-Org/Wan_2.1_ComfyUI_repackaged
|
comfy
| 2026-01-12T00:00:00
| 2025-02-25T21:27:12
| 28,492,048
| 12
|
user
|
company
|
[
"United States of America"
] |
comfy
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[
"Unsure"
] |
[
"English"
] |
Text --> Image
| 42
|
68386c758c8e3b721707c6ae
|
unsloth/DeepSeek-R1-0528-Qwen3-8B-GGUF
|
unsloth
| 2026-01-12T00:00:00
| 2025-05-29T14:17:25
| 2,344,216
| 3
|
team
|
company
|
[
"United States of America"
] |
Qwen
|
United States of America
|
[
"China"
] |
China
|
USA
|
China
|
[
"deepseek-ai/DeepSeek-R1-0528-Qwen3-8B"
] |
[
"English",
"Mandarin Chinese"
] |
Text --> Text
| 43
|
621ffdc036468d709f174350
|
FacebookAI/roberta-base
|
facebook
| 2026-01-12T00:00:00
| 2022-03-02T23:29:04
| 545,867,549
| 6
|
user
|
company
|
[
"United States of America"
] |
facebook
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
"English"
] |
Text --> Text Embed/Class
| 44
|
621ffdc136468d709f17ea63
|
openai/clip-vit-large-patch14
|
openai
| 2026-01-12T00:00:00
| 2022-03-02T23:29:05
| 1,065,115,386
| 6
|
enterprise
|
company
|
[
"United States of America"
] |
openai
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
"English"
] |
Image + Text --> Image Embed/Class
| 45
|
6300e0f58a4db6e9052953a8
|
CompVis/stable-diffusion-v1-4
|
CompVis
| 2026-01-12T00:00:00
| 2022-08-20T13:26:13
| 49,490,611
| 6
|
free
|
university
|
[
"Germany"
] |
CompVis
|
Germany
|
[
"Germany"
] |
Germany
|
Germany
|
Germany
|
[
"CompVis/stable-diffusion-v-1-2-original"
] |
[
"English"
] |
Text --> Image
| 46
|
653a4cbd66081db6fc588b21
|
HuggingFaceH4/zephyr-7b-beta
|
HuggingFaceH4
| 2026-01-12T00:00:00
| 2023-10-26T11:25:49
| 11,727,215
| 7
|
enterprise
|
company
|
[
"HF"
] |
mistralai
|
HF
|
[
"France"
] |
France
|
USA
|
France
|
[
"mistralai/Mistral-7B-v0.1"
] |
[
"English"
] |
Text --> Text
| 47
|
65770c3426ef61bbf101d4da
|
mistralai/Mistral-7B-Instruct-v0.2
|
mistralai
| 2026-01-12T00:00:00
| 2023-12-11T13:18:44
| 46,723,340
| 8
|
team
|
company
|
[
"France"
] |
mistral-community
|
France
|
[
"user"
] |
user
|
France
|
User
|
[
"mistral-community/Mistral-7B-v0.2"
] |
[
"English"
] |
Text --> Text
| 48
|
6578ba0332150025acca8494
|
briaai/RMBG-1.4
|
briaai
| 2026-01-12T00:00:00
| 2023-12-12T19:52:35
| 12,900,547
| 0
|
team
|
company
|
[
"Israel",
"United States of America"
] |
briaai
|
Israel
|
[
"Israel",
"United States of America"
] |
Israel
|
Middle East
|
Middle East
|
[
"Unsure"
] |
[
"Unknown"
] |
Image --> Image
| 49
|
65c7188324e59a0e4f89d863
|
nomic-ai/nomic-embed-text-v1.5
|
nomic-ai
| 2026-01-12T00:00:00
| 2024-02-10T06:32:35
| 42,757,878
| 12
|
team
|
company
|
[
"United States of America"
] |
nomic-ai
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[
"nomic-ai/nomic-bert-2048"
] |
[
"English"
] |
Text --> Text Embed/Class
| 50
|
65f44de295b7d70871c368eb
|
BAAI/bge-reranker-v2-m3
|
BAAI
| 2026-01-12T00:00:00
| 2024-03-15T13:32:18
| 35,426,681
| 13
|
team
|
non-profit
|
[
"China"
] |
BAAI
|
China
|
[
"China"
] |
China
|
China
|
China
|
[
"BAAI/bge-m3"
] |
[
"Multilingual"
] |
Text --> Text Embed/Class
| 51
|
661f97d0b00f5f1f620c4f25
|
meta-llama/Meta-Llama-3-8B-Instruct
|
facebook
| 2026-01-12T00:00:00
| 2024-04-17T09:35:12
| 35,393,505
| 5
|
user
|
company
|
[
"United States of America"
] |
facebook
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[
"meta-llama/Meta-Llama-3-8B"
] |
[
"English"
] |
Text --> Text
| 52
|
668a46b4b424c825f74dcec9
|
xinsir/controlnet-union-sdxl-1.0
|
xinsir
| 2026-01-12T00:00:00
| 2024-07-07T07:41:40
| 2,385,076
| 10
|
user
|
user
|
[
"user"
] |
stable-diffusion
|
user
|
[
"United Kingdom"
] |
United Kingdom
|
User
|
UK
|
[
"stabilityai/stable-diffusion-xl-base-1.0"
] |
[
"English"
] |
Image + Text --> Image
| 53
|
6795ff8f7534713f94918fc5
|
Qwen/Qwen2.5-VL-3B-Instruct
|
Qwen
| 2026-01-12T00:00:00
| 2025-01-26T09:25:35
| 42,649,993
| 3
|
team
|
company
|
[
"China"
] |
Qwen
|
China
|
[
"China"
] |
China
|
China
|
China
|
[
"Qwen/Qwen2.5-3B"
] |
[
"French",
"Japanese",
"Korean",
"Portuguese",
"Vietnamese",
"Mandarin Chinese",
"English",
"German",
"Russian",
"Italian",
"Thai",
"Standard Arabic",
"Spanish"
] |
Image + Text --> Text
| 54
|
68384003444a0e00ec791df0
|
deepseek-ai/DeepSeek-R1-0528-Qwen3-8B
|
deepseek-ai
| 2026-01-12T00:00:00
| 2025-05-29T11:07:47
| 2,042,846
| 2
|
free
|
company
|
[
"China"
] |
Qwen
|
China
|
[
"China"
] |
China
|
China
|
China
|
[
"Qwen/Qwen3-8B"
] |
[
"English",
"Mandarin Chinese"
] |
Text --> Text
| 55
|
621ffdc036468d709f176f71
|
ProsusAI/finbert
|
ProsusAI
| 2026-01-12T00:00:00
| 2022-03-02T23:29:04
| 70,567,586
| 7
|
team
| null |
[
"United Kingdom"
] |
ProsusAI
|
United Kingdom
|
[
"United Kingdom"
] |
United Kingdom
|
UK
|
UK
|
[
"bert-base-uncased"
] |
[
"English"
] |
Text --> Text Embed/Class
| 56
|
621ffdc136468d709f17ea62
|
openai/clip-vit-base-patch32
|
openai
| 2026-01-12T00:00:00
| 2022-03-02T23:29:05
| 501,497,826
| 6
|
enterprise
|
company
|
[
"United States of America"
] |
openai
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
"English"
] |
Image + Text --> Image Embed/Class
| 57
|
621ffdc136468d709f17f135
|
pyannote/speaker-diarization
|
pyannote
| 2026-01-12T00:00:00
| 2022-03-02T23:29:05
| 99,199,683
| 9
|
free
|
non-profit
|
[
"France"
] |
pyannote
|
France
|
[
"France"
] |
France
|
France
|
France
|
[] |
[
"English",
"Multilingual"
] |
Audio --> Undocumented
| 58
|
62c7fc5d5bde502a1927e753
|
facebook/nllb-200-distilled-600M
|
facebook
| 2026-01-12T00:00:00
| 2022-07-08T09:43:57
| 19,409,449
| 9
|
enterprise
|
company
|
[
"United States of America"
] |
facebook
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
"Kazakh",
"Friulian",
"Nuer",
"Khmer",
"Akan",
"Lao",
"Hindi",
"Multilingual",
"West Central Oromo",
"Nepali (individual language)",
"Swati",
"Santali",
"Samoan",
"Central Atlas Tamazight",
"Sicilian",
"Yoruba",
"Kinyarwanda",
"Tosk Albanian",
"Hausa",
"Tajik",
"Icelandic",
"Kamba (Kenya)",
"English",
"Burmese",
"Pangasinan",
"Serbian",
"Eastern Punjabi",
"Turkish",
"Thai",
"Limburgan",
"French",
"Crimean Tatar",
"Asturian",
"Vietnamese",
"Catalan",
"Japanese",
"Xhosa",
"Odia",
"Tsonga",
"Luxembourgish",
"Georgian",
"Kannada",
"Armenian",
"Kabuverdianu",
"Mossi",
"Sango",
"Chhattisgarhi",
"Sanskrit",
"Swedish",
"Kabyle",
"Guarani",
"Tamasheq",
"Tibetan",
"Plateau Malagasy",
"Basque",
"Dyula",
"Iranian Persian",
"Irish",
"North Azerbaijani",
"Bosnian",
"Balinese",
"Manipuri",
"Tswana",
"Bemba (Zambia)",
"Najdi Arabic",
"Sundanese",
"Portuguese",
"Scottish Gaelic",
"Tigrinya",
"Ligurian",
"Russian",
"Bengali",
"Bulgarian",
"Silesian",
"Northern Uzbek",
"Amharic",
"Iloko",
"Twi",
"Min Chinese",
"Kimbundu",
"Northern Sotho",
"Lithuanian",
"Northern Kurdish",
"Buginese",
"Tumbuka",
"Standard Latvian",
"Kabiyè",
"Fijian",
"Venetian",
"Dutch",
"Fula",
"South Azerbaijani",
"Haitian Creole",
"Luo",
"Central Aymara",
"Slovak",
"Dari",
"Esperanto",
"Norwegian",
"Hebrew",
"Bhojpuri",
"Lingala",
"Shan",
"Wolof",
"Indonesian",
"Halh Mongolian",
"Turkmen",
"Greek",
"Somali",
"Lombard",
"Swahili",
"Ayacucho Quechua",
"Eastern Yiddish",
"Welsh",
"Kachin",
"Kyrgyz",
"Marathi",
"Occitan",
"Tatar",
"Nigerian Fulfulde",
"Maithili",
"Zulu",
"Ta'izzi-Adeni Arabic",
"Egyptian Arabic",
"Central Kanuri",
"Assamese",
"Afrikaans",
"Faroese",
"Chichewa",
"Tok Pisin",
"Italian",
"Galician",
"Yue Chinese",
"Romanian",
"Maori",
"Ukrainian",
"Mandarin Chinese",
"Sardinian",
"Achinese",
"Southwestern Dinka",
"Banjar",
"Awadhi",
"Uighur",
"Central Kurdish",
"Cebuano",
"German",
"Belarusian",
"Moroccan Arabic",
"Dzongkha",
"Waray (Philippines)",
"Gujarati",
"Finnish",
"Spanish",
"Telugu",
"Sinhala",
"Korean",
"Polish",
"Maltese",
"Magahi",
"Igbo",
"Lushai",
"Czech",
"South Levantine Arabic",
"Kashmiri",
"Luba-Lulua",
"Mesopotamian Arabic",
"Sindhudesh",
"Sotho",
"Rundi",
"Macedonian",
"Tamil",
"Slovene",
"Southern Pashto",
"Shona",
"Tagalog",
"Urdu",
"North Levantine Arabic",
"Kongo",
"Javanese",
"Ewe",
"Luganda",
"Hungarian",
"Bambara",
"Tunisian Arabic",
"Chokwe",
"Croatian",
"Latgalian",
"Standard Malay",
"Estonian",
"Umbundu",
"Bashkir",
"Papiamento",
"Kikuyu",
"Malayalam",
"Standard Arabic",
"Danish"
] |
Text --> Text
| 59
|
6651802a815d7642d5aaef56
|
2Noise/ChatTTS
|
2Noise
| 2026-01-12T00:00:00
| 2024-05-25T06:07:38
| 155,336
| 14
|
user
|
user
|
[
"user"
] |
2Noise
|
user
|
[
"user"
] |
user
|
User
|
User
|
[] |
[
"English",
"Mandarin Chinese"
] |
Text --> Audio
| 60
|
666ce1af091b7c8e3f9aae7d
|
microsoft/Florence-2-large
|
microsoft
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free
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microsoft
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United States of America
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USA
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stable-diffusion-v1-5/stable-diffusion-v1-5
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stable-diffusion
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company
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United Kingdom
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UK
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Germany
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"English"
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Text --> Image
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SWivid/F5-TTS
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SWivid
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User
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Text --> Audio
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67583e455554fc359dadf298
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DavidAU/Llama-3.2-8X3B-MOE-Dark-Champion-Instruct-uncensored-abliterated-18.4B-GGUF
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DavidAU
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user
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User
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[
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distilbert/distilbert-base-uncased
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distilbert
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free
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distilbert
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United States of America
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USA
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USA
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[] |
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"English"
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Text --> Text Embed/Class
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Salesforce/blip-image-captioning-base
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Salesforce
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free
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Salesforce
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United States of America
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[
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United States of America
|
USA
|
USA
|
[] |
[
"English"
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Image + Text --> Text
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649e866b9badc2e0a464292e
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intfloat/multilingual-e5-large
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intfloat
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user
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intfloat
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user
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user
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User
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User
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"Breton",
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"Kurdish",
"Malayalam",
"Standard Arabic",
"Mongolian",
"Danish"
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Text --> Text Embed/Class
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64b0234d53bd91402e6ad49c
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meta-llama/Llama-2-7b-hf
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facebook
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company
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facebook
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United States of America
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[
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United States of America
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USA
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USA
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[] |
[
"English"
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Text --> Text
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64d54a162fe2c11264f18e92
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Gryphe/MythoMax-L2-13b
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Gryphe
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user
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user
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[
"user"
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Gryphe
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user
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[
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user
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User
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User
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[
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] |
[
"English"
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Text --> Text
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655f1c9c203bce21fe0488f8
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Systran/faster-whisper-large-v3
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Systran
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free
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company
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openai
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France
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United States of America
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France
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USA
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Audio --> Text
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657f214f504da7f6f3e9641e
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WhiteRabbitNeo/WhiteRabbitNeo-13B-v1
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WhiteRabbitNeo
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company
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mistralai
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United States of America
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[
"France"
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France
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USA
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France
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[
"mistralai/Mistral-7B-v0.1"
] |
[
"English"
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Text --> Text
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65c48cae885203c00532a392
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google/gemma-2b
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google
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enterprise
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company
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[
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google
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United States of America
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United States of America
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USA
|
USA
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[] |
[
"Multilingual"
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Text --> Text
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65e9e11efd3543cc7c07ea30
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mixedbread-ai/mxbai-embed-large-v1
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mixedbread-ai
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team
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mixedbread-ai
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Germany
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[
"Germany"
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Germany
|
Germany
|
Germany
|
[] |
[
"English"
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Text --> Text Embed/Class
| 73
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66582ce552e752b1a72b985d
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stabilityai/stable-diffusion-3-medium
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stable-diffusion
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user
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company
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[
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stable-diffusion
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United Kingdom
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[
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United Kingdom
|
UK
|
UK
|
[] |
[
"English"
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Image + Text --> Image
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66603e617c3f9c7211463cb2
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Sao10K/L3-8B-Stheno-v3.2
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Sao10K
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user
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user
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[
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facebook
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user
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[
"United States of America"
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United States of America
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User
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USA
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[
"meta-llama/Meta-Llama-3-8B-Instruct"
] |
[
"English"
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Text --> Text
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666ce6f4067382b3e98317c6
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microsoft/Florence-2-base
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microsoft
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free
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company
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[
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"International",
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"Belgium"
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microsoft
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United States of America
|
[
"United States of America",
"International",
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"Belgium"
] |
United States of America
|
USA
|
USA
|
[] |
[
"English"
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Image + Text --> Image Embed/Class + Text
| 76
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66bd677b84c23e82ae7e0f57
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city96/FLUX.1-dev-gguf
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city96
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user
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user
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[
"user"
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black-forest-labs
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user
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[
"Germany"
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Germany
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User
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Germany
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[
"black-forest-labs/FLUX.1-dev"
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[
"Unknown"
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Text --> Image
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66cee7d175a88154443a4056
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Qwen/Qwen2-VL-7B-Instruct
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Qwen
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| 14
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team
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company
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[
"China"
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Qwen
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China
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[
"China"
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China
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China
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China
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[
"Qwen/Qwen2-VL-7B"
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[
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"Korean",
"Vietnamese",
"Mandarin Chinese",
"English",
"German",
"Russian",
"Italian",
"Standard Arabic"
] |
Image + Text + Video --> Text
| 78
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66e98dd5899bdb384bd953b4
|
Qwen/Qwen2.5-1.5B-Instruct
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Qwen
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team
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company
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[
"China"
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Qwen
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China
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[
"China"
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China
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China
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China
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[
"Qwen/Qwen2.5-1.5B"
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[
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"Korean",
"Portuguese",
"Vietnamese",
"Mandarin Chinese",
"English",
"German",
"Russian",
"Italian",
"Thai",
"Standard Arabic",
"Spanish"
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Text --> Text
| 79
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678df3695dec6df8ec20e664
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tencent/Hunyuan3D-2
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tencent
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free
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"China"
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tencent
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China
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[
"China"
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China
|
China
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China
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[] |
[
"English",
"Mandarin Chinese"
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Image + Text --> Undocumented
| 80
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678e15048143a819dd01a3c1
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deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
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deepseek-ai
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| 6
|
free
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company
|
[
"China"
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deepseek-ai
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China
|
[
"China"
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China
|
China
|
China
|
[
"deepseek-ai/DeepSeek-R1"
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[
"English",
"Mandarin Chinese"
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Text --> Text
| 81
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621ffdc036468d709f174336
|
google-bert/bert-base-multilingual-cased
|
google
| 2026-01-12T00:00:00
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| 6
|
user
|
company
|
[
"United States of America"
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google
|
United States of America
|
[
"United States of America"
] |
United States of America
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USA
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USA
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[] |
[
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"Multilingual",
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"Irish",
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"Czech",
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"Macedonian",
"Tamil",
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"Portuguese",
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"Tagalog",
"Russian",
"Bengali",
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"Javanese",
"Min Chinese",
"Lithuanian",
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"Latin",
"Croatian",
"Estonian",
"Newari",
"Breton",
"Bashkir",
"Dutch",
"Malayalam",
"Standard Arabic",
"Mongolian",
"Danish"
] |
Text --> Text Embed/Class
| 82
|
621ffdc036468d709f174337
|
google-bert/bert-base-multilingual-uncased
|
google
| 2026-01-12T00:00:00
| 2022-03-02T23:29:04
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| 6
|
user
|
company
|
[
"United States of America"
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google
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
"Western Punjabi",
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"Haitian Creole",
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"Norwegian",
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"Hindi",
"Multilingual",
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"Piemontese",
"Waray (Philippines)",
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"Bengali",
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"Croatian",
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"Newari",
"Breton",
"Bashkir",
"Dutch",
"Malayalam",
"Standard Arabic",
"Danish"
] |
Text --> Text Embed/Class
| 83
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621ffdc036468d709f17434c
|
openai-community/gpt2-xl
|
openai
| 2026-01-12T00:00:00
| 2022-03-02T23:29:04
| 15,048,042
| 6
|
user
|
company
|
[
"United States of America"
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openai
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
"English"
] |
Text --> Text
| 84
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621ffdc036468d709f174353
|
FacebookAI/roberta-large
|
facebook
| 2026-01-12T00:00:00
| 2022-03-02T23:29:04
| 522,852,107
| 14
|
user
|
company
|
[
"United States of America"
] |
facebook
|
United States of America
|
[
"United States of America"
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United States of America
|
USA
|
USA
|
[] |
[
"English"
] |
Text --> Text Embed/Class
| 85
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621ffdc036468d709f174369
|
FacebookAI/xlm-roberta-large
|
facebook
| 2026-01-12T00:00:00
| 2022-03-02T23:29:04
| 664,800,252
| 6
|
user
|
company
|
[
"United States of America"
] |
facebook
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
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"Pashto",
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"Esperanto",
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"Norwegian",
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"Hindi",
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"Xhosa",
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"Georgian",
"Kannada",
"Armenian",
"Latvian",
"Uighur",
"Sanskrit",
"Swedish",
"German",
"Belarusian",
"Basque",
"Spanish",
"Finnish",
"Gujarati",
"Telugu",
"Iranian Persian",
"Korean",
"Sinhala",
"Polish",
"Irish",
"Bosnian",
"Czech",
"Sindhudesh",
"Sundanese",
"Macedonian",
"Tamil",
"Slovene",
"Portuguese",
"Scottish Gaelic",
"Tagalog",
"Urdu",
"Russian",
"Bengali",
"Bulgarian",
"Yiddish",
"Javanese",
"Amharic",
"Lithuanian",
"Hungarian",
"Latin",
"Croatian",
"Estonian",
"Breton",
"Dutch",
"Kurdish",
"Malayalam",
"Standard Arabic",
"Mongolian",
"Danish"
] |
Text --> Text Embed/Class
| 86
|
621ffdc136468d709f17a4a3
|
dbmdz/bert-base-turkish-cased
|
dbmdz
| 2026-01-12T00:00:00
| 2022-03-02T23:29:05
| 6,287,999
| 12
|
free
|
non-profit
|
[
"Germany"
] |
dbmdz
|
Germany
|
[
"Germany"
] |
Germany
|
Germany
|
Germany
|
[] |
[
"Turkish"
] |
Text --> Text Embed/Class
| 87
|
621ffdc136468d709f17a8e5
|
dslim/bert-base-NER
|
dslim
| 2026-01-12T00:00:00
| 2022-03-02T23:29:05
| 81,309,892
| 6
|
user
|
user
|
[
"user"
] |
google
|
user
|
[
"United States of America"
] |
United States of America
|
User
|
USA
|
[
"google-bert/bert-base-cased"
] |
[
"English"
] |
Text --> Text Embed/Class
| 88
|
621ffdc136468d709f17b616
|
google/byt5-base
|
google
| 2026-01-12T00:00:00
| 2022-03-02T23:29:05
| 5,858,210
| 11
|
enterprise
|
company
|
[
"United States of America"
] |
google
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
"Kazakh",
"Haitian Creole",
"Pashto",
"Slovak",
"Khmer",
"Esperanto",
"Norwegian",
"Hebrew",
"Corsican",
"Lao",
"Hindi",
"Multilingual",
"Greek",
"Somali",
"Swahili",
"Samoan",
"Frisian",
"Welsh",
"Kyrgyz",
"Malay",
"Yoruba",
"Marathi",
"Hausa",
"Tajik",
"Zulu",
"Azerbaijani",
"Icelandic",
"Afrikaans",
"Uzbek",
"English",
"Burmese",
"Chichewa",
"Serbian",
"Hmong",
"Malagasy",
"Turkish",
"Eastern Punjabi",
"Italian",
"Thai",
"Galician",
"Nepali",
"Romanian",
"French",
"Japanese",
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"Ukrainian",
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"Xhosa",
"Albanian",
"Undetermined",
"Luxembourgish",
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"Cebuano",
"Hawaiian",
"Swedish",
"German",
"Belarusian",
"Basque",
"Gujarati",
"Finnish",
"Spanish",
"Telugu",
"Iranian Persian",
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"Korean",
"Polish",
"Irish",
"Maltese",
"Igbo",
"Czech",
"Sindhudesh",
"Sotho",
"Sundanese",
"Macedonian",
"Tamil",
"Slovene",
"Portuguese",
"Scottish Gaelic",
"Shona",
"Tagalog",
"Urdu",
"Russian",
"Bengali",
"Yiddish",
"Bulgarian",
"Javanese",
"Amharic",
"Lithuanian",
"Hungarian",
"Latin",
"Estonian",
"Dutch",
"Kurdish",
"Malayalam",
"Standard Arabic",
"Mongolian",
"Danish"
] |
Text --> Text
| 89
|
621ffdc136468d709f17b7d7
|
google/vit-base-patch16-224
|
google
| 2026-01-12T00:00:00
| 2022-03-02T23:29:05
| 139,953,265
| 9
|
enterprise
|
company
|
[
"United States of America"
] |
google
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
"Unknown"
] |
Image --> Image Embed/Class
| 90
|
62862fbd504d37700308a82e
|
bigscience/bloom
|
bigscience
| 2026-01-12T00:00:00
| 2022-05-19T11:53:33
| 4,815,928
| 0
|
free
|
non-profit
|
[
"International",
"Online"
] |
bigscience
|
International
|
[
"International",
"Online"
] |
International
|
International / Online
|
International / Online
|
[] |
[
"Akan",
"Lingala",
"Hindi",
"Wolof",
"Indonesian",
"Swahili",
"Yoruba",
"Marathi",
"Kinyarwanda",
"Zulu",
"Assamese",
"English",
"Chichewa",
"Eastern Punjabi",
"Nepali",
"French",
"Catalan",
"Vietnamese",
"Mandarin Chinese",
"Xhosa",
"Odia",
"Tsonga",
"Code",
"Kannada",
"Basque",
"Gujarati",
"Spanish",
"Telugu",
"Igbo",
"Tswana",
"Rundi",
"Sotho",
"Tamil",
"Portuguese",
"Shona",
"Urdu",
"Bengali",
"Twi",
"Luganda",
"Northern Sotho",
"Bambara",
"Tumbuka",
"Kikuyu",
"Fula",
"Malayalam",
"Standard Arabic"
] |
Text --> Text
| 91
|
630d75d18e3ff0c723329fc2
|
hakurei/waifu-diffusion
|
hakurei
| 2026-01-12T00:00:00
| 2022-08-30T02:28:33
| 3,775,083
| 6
|
user
|
user
|
[
"user"
] |
hakurei
|
user
|
[
"user"
] |
user
|
User
|
User
|
[
"CompVis/stable-diffusion-v-1-4-original"
] |
[
"English"
] |
Text --> Image
| 92
|
63526e37b2c3384b9fed5bd9
|
google/flan-t5-base
|
google
| 2026-01-12T00:00:00
| 2022-10-21T10:02:31
| 52,725,118
| 6
|
enterprise
|
company
|
[
"United States of America"
] |
google
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[
"google-t5/t5-base"
] |
[
"French",
"German",
"Multilingual",
"English",
"Romanian"
] |
Text --> Text
| 93
|
640f4f1409c94e1d9bca3ffc
|
zai-org/chatglm-6b
|
zai-org
| 2026-01-12T00:00:00
| 2023-03-13T16:28:04
| 4,797,204
| 11
|
user
|
user
|
[
"user"
] |
zai-org
|
user
|
[
"user"
] |
user
|
User
|
User
|
[] |
[
"English",
"Mandarin Chinese"
] |
Text --> Text
| 94
|
6447e75e3e498d669191db01
|
suno/bark
|
suno
| 2026-01-12T00:00:00
| 2023-04-25T14:44:46
| 1,905,692
| 8
|
free
|
company
|
[
"United States of America"
] |
google
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[
"google-bert/bert-base-uncased"
] |
[
"Portuguese",
"English",
"German",
"Russian",
"Italian",
"Hindi",
"Turkish",
"Spanish",
"French",
"Japanese",
"Korean",
"Mandarin Chinese",
"Polish",
"Dutch",
"Standard Arabic"
] |
Text --> Audio
| 95
|
644877453e498d66919f36ec
|
Bingsu/adetailer
|
Bingsu
| 2026-01-12T00:00:00
| 2023-04-26T00:58:45
| 234,068,634
| 6
|
user
|
user
|
[
"user"
] |
Ultralytics
|
user
|
[
"user"
] |
user
|
User
|
User
|
[
"Ultralytics/YOLOv8"
] |
[
"English"
] |
Image + Text --> Image
| 96
|
64821504707a292dcb1cea79
|
facebook/musicgen-large
|
facebook
| 2026-01-12T00:00:00
| 2023-06-08T17:51:00
| 587,441
| 7
|
enterprise
|
company
|
[
"United States of America"
] |
facebook
|
United States of America
|
[
"United States of America"
] |
United States of America
|
USA
|
USA
|
[] |
[
"English"
] |
Text --> Audio
| 97
|
64993af29c04c6314f954df8
|
zhihan1996/DNABERT-2-117M
|
zhihan1996
| 2026-01-12T00:00:00
| 2023-06-26T07:14:58
| 3,992,930
| 6
|
user
|
user
|
[
"user"
] |
zhihan1996
|
user
|
[
"user"
] |
user
|
User
|
User
|
[] |
[
"Unknown"
] |
Text --> Text Embed/Class
| 98
|
6564b36f4eb2f55240230f48
|
stabilityai/sdxl-turbo
|
stable-diffusion
| 2026-01-12T00:00:00
| 2023-11-27T15:19:11
| 25,081,877
| 0
|
user
|
company
|
[
"United Kingdom"
] |
stable-diffusion
|
United Kingdom
|
[
"United Kingdom"
] |
United Kingdom
|
UK
|
UK
|
[
"stabilityai/stable-diffusion-xl-base-1.0"
] |
[
"English"
] |
Image + Text --> Image
| 99
|
End of preview. Expand
in Data Studio
YAML Metadata
Warning:
The task_categories "OTHER" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other
Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem
This dataset, released in conjunction with the paper Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem, provides a rigorous examination of concentration dynamics and evolving characteristics in the open model economy.
It compiles a history of weekly model downloads (February 2024-Present) alongside detailed model metadata from the Hugging Face Model Hub. The dataset encompasses 851,000 models, over 200 aggregated attributes per model, and 2.2 billion downloads. The data is compiled from these weekly snapshots and updated daily from this dataset. all_downloads_with_annotations.parquet contains all downloads and one_year_rolling.parquet counts only downloads up to one year from model creation.
Researchers can leverage this dataset to analyze:
- The fundamental rebalancing of economic power in open-weight AI.
- Statistically significant shifts in model properties, such as increases in average model size, growth in multimodal generation, quantization, and mixture-of-experts architectures.
- Trends in data transparency and the emergence of developer intermediaries.
The project also features an interactive dashboard for real-time monitoring of these dynamics.
Project Page: https://huggingface.co/spaces/economies-open-ai/open-model-evolution
- Downloads last month
- 727
Size of downloaded dataset files:
3.87 MB
Size of the auto-converted Parquet files:
3.87 MB
Number of rows:
145,740