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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
621ffdc036468d709f174351 | FacebookAI/roberta-large-mnli | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 22,855,234 | 4 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [
"FacebookAI/roberta-large"
] | [
"English"
] | Text --> Text Embed/Class | 2,866 |
621ffdc036468d709f174352 | openai-community/roberta-large-openai-detector | openai | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 2,734,172 | 10 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [
"FacebookAI/roberta-large"
] | [
"English"
] | Text --> Text Embed/Class | 2,867 |
621ffdc036468d709f174354 | google-t5/t5-11b | google | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 8,355,129 | 11 | user | company | [
"United States of America"
] | google | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"Romanian",
"German",
"English",
"French",
"Multilingual"
] | Text --> Text | 2,868 |
621ffdc036468d709f174355 | google-t5/t5-3b | google | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 17,099,042 | 7 | user | company | [
"United States of America"
] | google | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"German",
"Romanian",
"English",
"French",
"Multilingual"
] | Text --> Text | 2,869 |
621ffdc036468d709f174356 | google-t5/t5-base | google | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 154,378,653 | 6 | user | company | [
"United States of America"
] | google | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"Romanian",
"German",
"English",
"French"
] | Text --> Text | 2,870 |
621ffdc036468d709f174358 | google-t5/t5-small | google | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 170,364,761 | 6 | user | company | [
"United States of America"
] | google | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"Romanian",
"German",
"English",
"French",
"Multilingual"
] | Text --> Text | 2,871 |
621ffdc036468d709f174359 | transfo-xl/transfo-xl-wt103 | transfo-xl | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 1,170,090 | 11 | free | null | [
"HF"
] | transfo-xl | HF | [
"HF"
] | HF | USA | USA | [] | [
"English"
] | Text --> Text | 2,872 |
621ffdc036468d709f17435a | FacebookAI/xlm-clm-ende-1024 | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 841,931 | 9 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"Multilingual",
"German",
"English"
] | Text --> Text | 2,873 |
621ffdc036468d709f17435b | FacebookAI/xlm-clm-enfr-1024 | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 312,725 | 7 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"Multilingual",
"English",
"French"
] | Text --> Text Embed/Class | 2,874 |
621ffdc036468d709f17435c | FacebookAI/xlm-mlm-100-1280 | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 230,434 | 7 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"Standard Arabic",
"Galician",
"Aragonese",
"German",
"Romanian",
"Georgian",
"Japanese",
"Irish",
"Tamil",
"Swedish",
"Malayalam",
"Interlingua (International Auxiliary Language Association)",
"Finnish",
"Dutch",
"Hindi",
"Latin",
"Tosk Albanian",
"Basque",
"Turkish",
"Cebuano... | Text --> Text Embed/Class | 2,875 |
621ffdc036468d709f17435d | FacebookAI/xlm-mlm-17-1280 | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 132,881 | 0 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"Standard Arabic",
"Russian",
"German",
"Japanese",
"Portuguese",
"Swedish",
"Multilingual",
"Korean",
"Hindi",
"Dutch",
"Turkish",
"Vietnamese",
"Mandarin Chinese",
"Polish",
"English",
"French",
"Italian",
"Spanish"
] | Text --> Text Embed/Class | 2,876 |
621ffdc036468d709f17435e | FacebookAI/xlm-mlm-en-2048 | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 527,303 | 14 | 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 | 2,877 |
621ffdc036468d709f17435f | FacebookAI/xlm-mlm-ende-1024 | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 90,566 | 10 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"Multilingual",
"German",
"English"
] | Text --> Text Embed/Class | 2,878 |
621ffdc036468d709f174360 | FacebookAI/xlm-mlm-enfr-1024 | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 260,930 | 11 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"Multilingual",
"English",
"French"
] | Text --> Text Embed/Class | 2,879 |
621ffdc036468d709f174361 | FacebookAI/xlm-mlm-enro-1024 | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 9,060 | 11 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"Multilingual",
"Romanian",
"English"
] | Text --> Text | 2,880 |
621ffdc036468d709f174362 | FacebookAI/xlm-mlm-tlm-xnli15-1024 | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 37,421 | 5 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"Standard Arabic",
"Russian",
"German",
"Bulgarian",
"Multilingual",
"Hindi",
"Turkish",
"Vietnamese",
"Mandarin Chinese",
"Thai",
"Greek",
"English",
"French",
"Swahili",
"Urdu",
"Spanish"
] | Text --> Text Embed/Class | 2,881 |
621ffdc036468d709f174363 | FacebookAI/xlm-mlm-xnli15-1024 | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 80,512 | 10 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"Standard Arabic",
"Russian",
"German",
"Bulgarian",
"Multilingual",
"Hindi",
"Turkish",
"Vietnamese",
"Mandarin Chinese",
"Thai",
"Greek",
"English",
"French",
"Swahili",
"Urdu",
"Spanish"
] | Text --> Text Embed/Class | 2,882 |
621ffdc036468d709f174365 | FacebookAI/xlm-roberta-large-finetuned-conll02-dutch | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 64,600 | 10 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [
"FacebookAI/xlm-roberta-large"
] | [
"Standard Arabic",
"Galician",
"German",
"Romanian",
"Georgian",
"Japanese",
"Irish",
"Tamil",
"Swedish",
"Malayalam",
"Uzbek",
"Finnish",
"Dutch",
"Hindi",
"Latin",
"Lao",
"Basque",
"Turkish",
"Malay",
"Somali",
"Sundanese",
"French",
"Czech",
"Icelandic",
"Burmese",... | Text --> Text Embed/Class | 2,883 |
621ffdc036468d709f174366 | FacebookAI/xlm-roberta-large-finetuned-conll02-spanish | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 17,549 | 10 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [
"FacebookAI/xlm-roberta-large"
] | [
"Standard Arabic",
"Galician",
"German",
"Romanian",
"Georgian",
"Japanese",
"Irish",
"Tamil",
"Swedish",
"Malayalam",
"Uzbek",
"Finnish",
"Hindi",
"Dutch",
"Latin",
"Lao",
"Basque",
"Turkish",
"Malay",
"Somali",
"Sundanese",
"French",
"Czech",
"Icelandic",
"Burmese",... | Text --> Text Embed/Class | 2,884 |
621ffdc036468d709f174367 | FacebookAI/xlm-roberta-large-finetuned-conll03-english | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 50,988,251 | 0 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [
"FacebookAI/xlm-roberta-large"
] | [
"Standard Arabic",
"Galician",
"German",
"Romanian",
"Georgian",
"Japanese",
"Irish",
"Tamil",
"Swedish",
"Malayalam",
"Uzbek",
"Finnish",
"Hindi",
"Dutch",
"Latin",
"Lao",
"Basque",
"Turkish",
"Malay",
"Somali",
"Sundanese",
"French",
"Czech",
"Icelandic",
"Burmese",... | Text --> Text Embed/Class | 2,885 |
621ffdc036468d709f174368 | FacebookAI/xlm-roberta-large-finetuned-conll03-german | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 844,265 | 10 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [
"FacebookAI/xlm-roberta-large"
] | [
"Standard Arabic",
"Galician",
"German",
"Romanian",
"Georgian",
"Japanese",
"Irish",
"Tamil",
"Swedish",
"Malayalam",
"Uzbek",
"Finnish",
"Hindi",
"Dutch",
"Latin",
"Lao",
"Basque",
"Turkish",
"Malay",
"Somali",
"Sundanese",
"French",
"Czech",
"Icelandic",
"Burmese",... | Text --> Text Embed/Class | 2,886 |
621ffdc036468d709f174369 | FacebookAI/xlm-roberta-large | facebook | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 666,713,236 | 6 | user | company | [
"United States of America"
] | facebook | United States of America | [
"United States of America"
] | United States of America | USA | USA | [] | [
"Standard Arabic",
"Galician",
"German",
"Romanian",
"Georgian",
"Japanese",
"Irish",
"Tamil",
"Swedish",
"Malayalam",
"Uzbek",
"Finnish",
"Hindi",
"Dutch",
"Latin",
"Lao",
"Basque",
"Turkish",
"Malay",
"Somali",
"Sundanese",
"French",
"Czech",
"Icelandic",
"Burmese",... | Text --> Text Embed/Class | 2,887 |
621ffdc036468d709f17436b | xlnet/xlnet-large-cased | xlnet | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 3,459,585 | 5 | free | null | [
"HF"
] | xlnet | HF | [
"HF"
] | HF | USA | USA | [] | [
"English"
] | Text --> Text | 2,888 |
621ffdc036468d709f17442d | ALINEAR/albert-japanese-v2 | ALINEAR | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 1,343,645 | 13 | free | company | [
"Japan"
] | albert | Japan | [
"HF"
] | HF | Asia | USA | [
"albert/albert-base-v2"
] | [
"Japanese"
] | Text --> Text Embed/Class | 2,899 |
621ffdc036468d709f1745b6 | AigizK/wav2vec2-large-xls-r-300m-bashkir-cv7_opt | AigizK | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 33,037 | 4 | user | user | [
"user"
] | facebook | user | [
"United States of America"
] | United States of America | User | USA | [
"facebook/wav2vec2-xls-r-300m"
] | [
"Bashkir"
] | Audio --> Text | 2,911 |
621ffdc036468d709f174df8 | CAMeL-Lab/bert-base-arabic-camelbert-mix-ner | CAMeL-Lab | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 1,565,214 | 12 | team | university | [
"United States of America"
] | CAMeL-Lab | United States of America | [
"United States of America"
] | United States of America | USA | USA | [
"CAMeL-Lab/bert-base-arabic-camelbert-mix"
] | [
"Standard Arabic"
] | Text --> Text Embed/Class | 2,966 |
621ffdc036468d709f174e60 | Capreolus/electra-base-msmarco | Capreolus | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 5,546 | 11 | free | null | [
"Germany"
] | google | Germany | [
"United States of America"
] | United States of America | Germany | USA | [
"google/electra-base-discriminator"
] | [
"English"
] | Text --> Text Embed/Class | 2,984 |
621ffdc036468d709f1750bf | Davlan/bert-base-multilingual-cased-ner-hrl | Davlan | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 11,974,371 | 6 | user | user | [
"user"
] | distilbert | user | [
"United States of America",
"France"
] | United States of America | User | USA | [
"distilbert/distilbert-base-multilingual-cased"
] | [
"Standard Arabic",
"Mandarin Chinese",
"German",
"Latvian",
"English",
"French",
"Portuguese",
"Italian",
"Dutch",
"Spanish"
] | Text --> Text Embed/Class | 3,033 |
621ffdc036468d709f1750c3 | Davlan/distilbert-base-multilingual-cased-ner-hrl | Davlan | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 45,960,300 | 5 | user | user | [
"user"
] | distilbert | user | [
"United States of America",
"France"
] | United States of America | User | USA | [
"distilbert/distilbert-base-multilingual-cased"
] | [
"Standard Arabic",
"Mandarin Chinese",
"German",
"Latvian",
"English",
"French",
"Portuguese",
"Italian",
"Dutch",
"Spanish"
] | Text --> Text Embed/Class | 3,035 |
621ffdc036468d709f1750e4 | Davlan/xlm-roberta-base-wikiann-ner | Davlan | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 104,052 | 10 | user | user | [
"user"
] | facebook | user | [
"United States of America"
] | United States of America | User | USA | [
"FacebookAI/xlm-roberta-base"
] | [
"Standard Arabic",
"Portuguese",
"Bengali",
"Eastern Punjabi",
"Igbo",
"Hindi",
"Basque",
"Vietnamese",
"Indonesian",
"Assamese",
"Mandarin Chinese",
"English",
"French",
"Gujarati",
"Yoruba",
"Swahili",
"Marathi",
"Urdu",
"Catalan",
"Spanish"
] | Text --> Text Embed/Class | 3,041 |
621ffdc036468d709f1750e6 | Davlan/xlm-roberta-large-ner-hrl | Davlan | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 729,062 | 8 | user | user | [
"user"
] | facebook | user | [
"United States of America"
] | United States of America | User | USA | [
"FacebookAI/xlm-roberta-large"
] | [
"Standard Arabic",
"Mandarin Chinese",
"German",
"Latvian",
"English",
"French",
"Portuguese",
"Italian",
"Dutch",
"Spanish"
] | Text --> Text Embed/Class | 3,043 |
621ffdc036468d709f17515c | DeepPavlov/bert-base-bg-cs-pl-ru-cased | DeepPavlov | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 5,166,122 | 11 | free | non-profit | [
"Russia"
] | google | Russia | [
"United States of America"
] | United States of America | Rest of Europe | USA | [
"google-bert/bert-base-multilingual-cased"
] | [
"Russian",
"Czech",
"Bulgarian",
"Polish"
] | Text --> Text Embed/Class | 3,055 |
621ffdc036468d709f17515d | DeepPavlov/bert-base-cased-conversational | DeepPavlov | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 181,025 | 9 | free | non-profit | [
"Russia"
] | google | Russia | [
"United States of America"
] | United States of America | Rest of Europe | USA | [
"google-bert/bert-base-cased"
] | [
"English"
] | Text --> Text Embed/Class | 3,056 |
621ffdc036468d709f17515e | DeepPavlov/bert-base-multilingual-cased-sentence | DeepPavlov | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 267,043 | 5 | free | non-profit | [
"Russia"
] | google | Russia | [
"United States of America"
] | United States of America | Rest of Europe | USA | [
"google-bert/bert-base-multilingual-cased"
] | [
"Multilingual"
] | Text --> Text Embed/Class | 3,057 |
621ffdc036468d709f175165 | DeepPavlov/rubert-base-cased-conversational | DeepPavlov | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 10,983,494 | 6 | free | non-profit | [
"Russia"
] | DeepPavlov | Russia | [
"Russia"
] | Russia | Rest of Europe | Rest of Europe | [
"DeepPavlov/rubert-base-cased"
] | [
"Russian"
] | Text --> Text Embed/Class | 3,063 |
621ffdc036468d709f175166 | DeepPavlov/rubert-base-cased-sentence | DeepPavlov | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 4,426,476 | 9 | free | non-profit | [
"Russia"
] | DeepPavlov | Russia | [
"Russia"
] | Russia | Rest of Europe | Rest of Europe | [
"DeepPavlov/rubert-base-cased"
] | [
"Russian"
] | Text --> Text Embed/Class | 3,064 |
621ffdc036468d709f1753bb | EleutherAI/gpt-neo-1.3B | EleutherAI | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 11,206,796 | 13 | free | non-profit | [
"International",
"United States of America"
] | EleutherAI | International | [
"International",
"United States of America"
] | International | International / Online | International / Online | [] | [
"English"
] | Text --> Text | 3,092 |
621ffdc036468d709f1754e3 | Finnish-NLP/gpt2-finnish | Finnish-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 9,105 | 5 | free | community | [
"Finland"
] | Finnish-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Finnish"
] | Text --> Text | 3,114 |
621ffdc036468d709f175573 | GKLMIP/bert-tagalog-base-uncased | GKLMIP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 4,012 | 10 | user | user | [
"user"
] | google | user | [
"United States of America"
] | United States of America | User | USA | [
"google-bert/bert-base-uncased"
] | [
"Tagalog"
] | Text --> Text Embed/Class | 3,119 |
621ffdc036468d709f17560d | Geotrend/bert-base-15lang-cased | Geotrend | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 7,447 | 10 | free | company | [
"France"
] | google | France | [
"United States of America"
] | United States of America | France | USA | [
"google-bert/bert-base-multilingual-cased"
] | [
"Standard Arabic",
"Russian",
"German",
"Bulgarian",
"Multilingual",
"Hindi",
"Turkish",
"Vietnamese",
"Mandarin Chinese",
"Thai",
"English",
"Greek",
"French",
"Swahili",
"Urdu",
"Spanish"
] | Text --> Text | 3,130 |
621ffdc036468d709f175620 | Geotrend/bert-base-en-fr-cased | Geotrend | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 17,769 | 5 | free | company | [
"France"
] | Geotrend | France | [
"France"
] | France | France | France | [] | [
"Multilingual"
] | Text --> Text Embed/Class | 3,135 |
621ffdc036468d709f175640 | Geotrend/bert-base-fr-cased | Geotrend | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 59,143 | 10 | free | company | [
"France"
] | google | France | [
"United States of America"
] | United States of America | France | USA | [
"google-bert/bert-base-multilingual-cased"
] | [
"French"
] | Text --> Text Embed/Class | 3,139 |
621ffdc036468d709f17578d | HHousen/distil-led-large-cnn-16384 | HHousen | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 21,507 | 0 | user | user | [
"user"
] | sshleifer | user | [
"user"
] | user | User | User | [
"sshleifer/distilbart-cnn-12-6"
] | [
"English"
] | Text --> Text | 3,170 |
621ffdc036468d709f175828 | Harveenchadha/hindi_base_wav2vec2 | Harveenchadha | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 6,142 | 6 | user | user | [
"user"
] | facebook | user | [
"United States of America"
] | United States of America | User | USA | [
"facebook/wav2vec2-base"
] | [
"Tamil",
"Telugu",
"Marathi",
"Hindi",
"Odia",
"Gujarati"
] | Audio --> Text | 3,177 |
621ffdc036468d709f175829 | Harveenchadha/hindi_large_wav2vec2 | Harveenchadha | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 6,999 | 5 | user | user | [
"user"
] | Harveenchadha | user | [
"user"
] | user | User | User | [
"Unsure"
] | [
"Tamil",
"Telugu",
"Marathi",
"Hindi",
"Odia",
"Gujarati"
] | Audio --> Text | 3,178 |
621ffdc036468d709f17582a | Harveenchadha/hindi_model_with_lm_vakyansh | Harveenchadha | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 6,366 | 6 | user | user | [
"user"
] | facebook | user | [
"United States of America"
] | United States of America | User | USA | [
"facebook/wav2vec2-base"
] | [
"Tamil",
"Telugu",
"Marathi",
"Hindi",
"Odia",
"Gujarati"
] | Audio --> Text | 3,179 |
621ffdc036468d709f175850 | Hate-speech-CNERG/dehatebert-mono-english | Hate-speech-CNERG | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 940,292 | 9 | free | university | [
"India"
] | google | India | [
"United States of America"
] | United States of America | Asia | USA | [
"google-bert/bert-base-multilingual-cased"
] | [
"English"
] | Text --> Text Embed/Class | 3,196 |
621ffdc036468d709f175855 | Hate-speech-CNERG/dehatebert-mono-polish | Hate-speech-CNERG | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 5,995 | 10 | free | university | [
"India"
] | google | India | [
"United States of America"
] | United States of America | Asia | USA | [
"google-bert/bert-base-multilingual-cased"
] | [
"Polish"
] | Text --> Text Embed/Class | 3,201 |
621ffdc036468d709f175856 | Hate-speech-CNERG/dehatebert-mono-portugese | Hate-speech-CNERG | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 364,433 | 10 | free | university | [
"India"
] | google | India | [
"United States of America"
] | United States of America | Asia | USA | [
"google-bert/bert-base-multilingual-cased"
] | [
"Portuguese"
] | Text --> Text Embed/Class | 3,202 |
621ffdc036468d709f175878 | Helsinki-NLP/opus-mt-ROMANCE-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 4,706,460 | 5 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"Romanian"
] | Text --> Text | 3,207 |
621ffdc036468d709f175890 | Helsinki-NLP/opus-mt-ar-it | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 4,287 | 0 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Standard Arabic",
"Italian"
] | Text --> Text | 3,216 |
621ffdc036468d709f1758ea | Helsinki-NLP/opus-mt-cy-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 179,592 | 7 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Welsh",
"English"
] | Text --> Text | 3,250 |
621ffdc036468d709f1758ec | Helsinki-NLP/opus-mt-da-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 3,120,943 | 9 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Danish",
"English"
] | Text --> Image | 3,252 |
621ffdc036468d709f1758f3 | Helsinki-NLP/opus-mt-de-ZH | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 87,334 | 12 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Mandarin Chinese",
"German"
] | Text --> Text | 3,257 |
621ffdc036468d709f175903 | Helsinki-NLP/opus-mt-de-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 30,711,914 | 5 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"German"
] | Text --> Text | 3,266 |
621ffdc036468d709f17591f | Helsinki-NLP/opus-mt-de-ms | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 5,406 | 5 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Malay",
"German"
] | Text --> Text | 3,280 |
621ffdc036468d709f175940 | Helsinki-NLP/opus-mt-en-ROMANCE | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 7,389,399 | 6 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Romanian",
"Catalan",
"Italian",
"French",
"Portuguese",
"Spanish"
] | Text --> Text | 3,295 |
621ffdc036468d709f17594b | Helsinki-NLP/opus-mt-en-bg | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 76,015 | 7 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Bulgarian",
"English"
] | Text --> Text | 3,300 |
621ffdc036468d709f175958 | Helsinki-NLP/opus-mt-en-cy | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 21,229 | 10 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Welsh",
"English"
] | Text --> Text | 3,309 |
621ffdc036468d709f175959 | Helsinki-NLP/opus-mt-en-da | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 323,356 | 10 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Danish",
"English"
] | Text --> Text | 3,310 |
621ffdc036468d709f17595a | Helsinki-NLP/opus-mt-en-de | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 21,726,534 | 6 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"German"
] | Text --> Text | 3,311 |
621ffdc036468d709f175960 | Helsinki-NLP/opus-mt-en-es | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 17,893,751 | 9 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"Spanish"
] | Text --> Text | 3,316 |
621ffdc036468d709f175967 | Helsinki-NLP/opus-mt-en-fr | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 15,201,558 | 12 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"French"
] | Text --> Text | 3,321 |
621ffdc036468d709f175970 | Helsinki-NLP/opus-mt-en-guw | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 7,752 | 14 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Guarani",
"English"
] | Text --> Text | 3,329 |
621ffdc036468d709f175978 | Helsinki-NLP/opus-mt-en-hu | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 222,884 | 5 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Hungarian",
"English"
] | Text --> Text | 3,336 |
621ffdc036468d709f175982 | Helsinki-NLP/opus-mt-en-it | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 2,381,264 | 14 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Italian",
"English"
] | Text --> Text | 3,345 |
621ffdc036468d709f1759a0 | Helsinki-NLP/opus-mt-en-niu | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 5,737 | 9 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"Niuean"
] | Text --> Text | 3,360 |
621ffdc036468d709f1759a1 | Helsinki-NLP/opus-mt-en-nl | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 1,438,380 | 13 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"Dutch"
] | Text --> Text | 3,361 |
621ffdc036468d709f1759b0 | Helsinki-NLP/opus-mt-en-ro | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 344,662 | 0 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"Romanian"
] | Text --> Text | 3,362 |
621ffdc036468d709f1759b8 | Helsinki-NLP/opus-mt-en-sit | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 6,384 | 8 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Classical Chinese",
"Jin Chinese",
"Mandarin Chinese",
"Burmese",
"Bodo",
"Tibetan",
"Yue Chinese",
"English",
"Min Nan Chinese",
"Wu Chinese",
"Gan Chinese"
] | Text --> Text Embed/Class | 3,365 |
621ffdc036468d709f1759c0 | Helsinki-NLP/opus-mt-en-sv | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 623,996 | 9 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Swedish",
"English"
] | Text --> Text | 3,371 |
621ffdc036468d709f1759d8 | Helsinki-NLP/opus-mt-en-zh | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 9,810,870 | 11 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"Mandarin Chinese"
] | Text --> Text | 3,389 |
621ffdc036468d709f1759da | Helsinki-NLP/opus-mt-en-zls | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 6,336 | 9 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Bosnian",
"Bulgarian",
"English",
"Macedonian",
"Slovene",
"Serbian",
"Croatian"
] | Text --> Text | 3,390 |
621ffdc036468d709f1759fb | Helsinki-NLP/opus-mt-es-ca | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 518,330 | 11 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Catalan",
"Spanish"
] | Text --> Text | 3,399 |
621ffdc036468d709f175a06 | Helsinki-NLP/opus-mt-es-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 23,508,513 | 6 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"Spanish"
] | Text --> Text | 3,405 |
621ffdc036468d709f175a07 | Helsinki-NLP/opus-mt-es-eo | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 5,190 | 0 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Esperanto",
"Spanish"
] | Text --> Text | 3,406 |
621ffdc036468d709f175a18 | Helsinki-NLP/opus-mt-es-id | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 9,346 | 13 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Spanish"
] | Text --> Text | 3,415 |
621ffdc036468d709f175a48 | Helsinki-NLP/opus-mt-es-vi | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 4,808 | 10 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Vietnamese",
"Spanish"
] | Text --> Text | 3,428 |
621ffdc036468d709f175a5c | Helsinki-NLP/opus-mt-fi-ZH | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 23,056 | 9 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Finnish",
"Mandarin Chinese"
] | Text --> Text | 3,436 |
621ffdc036468d709f175a69 | Helsinki-NLP/opus-mt-fi-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 3,730,651 | 14 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"Finnish"
] | Text --> Text | 3,440 |
621ffdc036468d709f175ad0 | Helsinki-NLP/opus-mt-fr-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 41,105,775 | 11 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"French"
] | Text --> Text | 3,460 |
621ffdc036468d709f175b25 | Helsinki-NLP/opus-mt-gem-gem | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 411,283 | 9 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Icelandic",
"German",
"Swedish",
"Afrikaans",
"Luxembourgish",
"Finnish",
"Dutch",
"Yiddish",
"Frisian",
"English",
"Faroese",
"Danish",
"Norwegian"
] | Text --> Text | 3,480 |
621ffdc036468d709f175b2e | Helsinki-NLP/opus-mt-gmq-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 263,877 | 7 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Icelandic",
"English",
"Faroese",
"Danish",
"Swedish",
"Norwegian"
] | Text --> Text | 3,484 |
621ffdc036468d709f175b31 | Helsinki-NLP/opus-mt-gmw-gmw | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 295,050 | 5 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Colognian",
"German",
"Swiss German",
"Middle English",
"Afrikaans",
"Luxembourgish",
"Dutch",
"Swabian German",
"North Frisian",
"Old English",
"Yiddish",
"Frisian",
"Scots",
"English",
"Saterland Frisian",
"Low German",
"Pennsylvania German"
] | Text --> Text | 3,485 |
621ffdc036468d709f175b3a | Helsinki-NLP/opus-mt-ha-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 15,513 | 7 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Hausa",
"English"
] | Text --> Text | 3,488 |
621ffdc036468d709f175b49 | Helsinki-NLP/opus-mt-hi-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 1,111,513 | 11 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"Hindi"
] | Text --> Text | 3,492 |
621ffdc036468d709f175b59 | Helsinki-NLP/opus-mt-hu-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 506,412 | 10 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Hungarian",
"English"
] | Text --> Text | 3,497 |
621ffdc036468d709f175b75 | Helsinki-NLP/opus-mt-ine-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 277,767 | 9 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Galician",
"Russian",
"Albanian",
"Romanian",
"German",
"Bulgarian",
"Breton",
"Occitan",
"Macedonian",
"Irish",
"Swedish",
"Scottish Gaelic",
"Dutch",
"Odia",
"Hindi",
"Haitian Creole",
"Corsican",
"Manx",
"Wa",
"Frisian",
"Belarusian",
"Greek",
"French",
"Cornish",
... | Text --> Text | 3,507 |
621ffdc036468d709f175b88 | Helsinki-NLP/opus-mt-it-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 14,383,857 | 9 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Italian",
"English"
] | Text --> Image | 3,515 |
621ffdc036468d709f175b98 | Helsinki-NLP/opus-mt-ja-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 3,101,723 | 9 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"Japanese"
] | Text --> Text | 3,527 |
621ffdc036468d709f175b9f | Helsinki-NLP/opus-mt-ja-ms | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 4,289 | 12 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Malay",
"Japanese"
] | Text --> Text | 3,532 |
621ffdc036468d709f175bb3 | Helsinki-NLP/opus-mt-ko-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 4,188,838 | 11 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Korean",
"English"
] | Text --> Text | 3,544 |
621ffdc036468d709f175bf0 | Helsinki-NLP/opus-mt-lv-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 198,568 | 12 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"Latvian"
] | Text --> Text | 3,558 |
621ffdc036468d709f175c07 | Helsinki-NLP/opus-mt-ms-fr | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 8,273 | 11 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Malay",
"French"
] | Text --> Text | 3,567 |
621ffdc036468d709f175c0a | Helsinki-NLP/opus-mt-mt-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 160,375 | 5 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Maltese",
"English"
] | Text --> Text | 3,568 |
621ffdc036468d709f175c1a | Helsinki-NLP/opus-mt-nl-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 11,104,355 | 8 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"English",
"Dutch"
] | Text --> Text | 3,570 |
621ffdc036468d709f175c6b | Helsinki-NLP/opus-mt-roa-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 725,369 | 13 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Galician",
"Romanian",
"Occitan",
"Romansh",
"Portuguese",
"Multilingual",
"Haitian Creole",
"Corsican",
"Wa",
"Indonesian",
"English",
"French",
"Aragonese",
"Catalan",
"Italian",
"Spanish"
] | Text --> Text | 3,600 |
621ffdc036468d709f175c76 | Helsinki-NLP/opus-mt-ru-fr | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 86,851 | 12 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Russian",
"French"
] | Text --> Text | 3,606 |
621ffdc036468d709f175c9c | Helsinki-NLP/opus-mt-sla-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 117,190 | 9 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Czech",
"Russian",
"Bosnian",
"Bulgarian",
"Upper Sorbian",
"Macedonian",
"Rusyn",
"Old Church Slavonic",
"Kashubian",
"Belarusian",
"Polish",
"English",
"Slovene",
"Serbian",
"Lower Sorbian",
"Ukrainian",
"Croatian"
] | Text --> Text | 3,618 |
621ffdc036468d709f175cc3 | Helsinki-NLP/opus-mt-sv-en | Helsinki-NLP | 2026-01-27T00:00:00 | 2022-03-02T23:29:04Z | 4,465,623 | 5 | free | university | [
"Finland"
] | Helsinki-NLP | Finland | [
"Finland"
] | Finland | Rest of Europe | Rest of Europe | [] | [
"Swedish",
"English"
] | Text --> Text | 3,630 |
Subsets and Splits
Organization Country Distribution
Shows the distribution of organizations by country, revealing which countries have the most entries in the training dataset.
Qwen Model Evolution Data Since 202
Filters and sorts model training data by a specific model version and time period, showing download trends over weeks for analysis of model performance and adoption patterns.
SQL Console for mmpr/open_model_evolution_data
Retrieves specific model training records from a particular date forward, providing basic filtering but offering limited analytical insights beyond simple data retrieval.
SQL Console for mmpr/open_model_evolution_data
Retrieves specific model training records from a particular date forward, providing basic filtering but offering limited analytical value beyond simple data retrieval.
Albert Downloads from 2025
Retrieves specific model training records from a particular date forward, providing basic filtering but offering limited analytical insight beyond simple data retrieval.