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Risk: All CRITICAL HIGH MEDIUM LOW
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sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 HF PQC Verified

Sentence SimilaritySentence-TransformersPyTorchTfONNXSafetensors HIGH
I
intfloat/multilingual-e5-large HF PQC Verified

Feature ExtractionSentence-TransformersPyTorchONNXSafetensorsOpenvino HIGH
I
intfloat/multilingual-e5-small HF PQC Verified

Sentence SimilaritySentence-TransformersPyTorchONNXSafetensorsOpenvino HIGH
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sentence-transformers/paraphrase-multilingual-mpnet-base-v2 HF PQC Verified

Sentence SimilaritySentence-TransformersPyTorchTfONNXSafetensors HIGH
I
intfloat/multilingual-e5-base HF PQC Verified

Sentence SimilaritySentence-TransformersPyTorchONNXSafetensorsOpenvino HIGH
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google-bert/bert-base-multilingual-cased HF PQC Verified

Fill MaskTransformersPyTorchTfJAXSafetensors HIGH
G
google-bert/bert-base-multilingual-uncased HF PQC Verified

Fill MaskTransformersPyTorchTfJAXSafetensors HIGH
A
Alibaba-NLP/gte-multilingual-base HF PQC Verified

Sentence SimilaritySentence-TransformersSafetensorsNewFeature ExtractionMteb MEDIUM
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jinaai/jina-reranker-v2-base-multilingual HF PQC Verified

Text-RankingTransformersPyTorchONNXSafetensorsText Classification HIGH
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nlptown/bert-base-multilingual-uncased-sentiment HF PQC Verified

Text ClassificationTransformersPyTorchTfJAXSafetensors HIGH
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lxyuan/distilbert-base-multilingual-cased-sentiments-student HF PQC Verified

Text ClassificationTransformersPyTorchONNXSafetensorsDistilbert HIGH
SWE-bench/SWE-bench_Multilingual HF Unverified

Language:enSize_categories:n<1KFormat:parquetModality:textLibrary:datasetsLibrary:pandas
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MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7 HF Unverified

Zero-Shot ClassificationTransformersPyTorchONNXSafetensorsDeberta-V2 HIGH
artur-muratov/multilingual-speech-commands-15lang HF Unverified

Multilingual Speech Commands Dataset (15 Languages, Augmented) This dataset contains augmented speech command samples in 15 languages, derived from multiple public datasets. Only commands that overlap with the Google Speech Commands (GSC) vocabulary are included, making the dataset suitable for multilingual keyword spotting tasks aligned with GSC-style classification. Audio samples have been augmented using standard audio techniques to improve model robustness (e.g., time-shifting… See the full description on the dataset page: https://huggingface.co/datasets/artur-muratov/multilingual-speech-commands-15lang.

Language:enLanguage:ruLanguage:kkLanguage:ttLanguage:arLanguage:tr
Williamsanderson/MedQA-Darija-MultiLingual HF Unverified

MedQA-Darija-MultiLingual The largest open trilingual medical Q&A dataset with directly-playable speech audio for English, French, and Moroccan Darija. A research dataset for the BRAIN HEALTH initiative, designed for multilingual medical NLP, low-resource speech recognition, healthcare chatbots, and clinical education tools targeting Morocco and the broader Maghreb region. Dataset is currently in scientific validation phase. After programmatic validation (Stage 1 LOF outlier… See the full description on the dataset page: https://huggingface.co/datasets/Williamsanderson/MedQA-Darija-MultiLingual.

Task_categories:question-AnsweringTask_categories:automatic-Speech-RecognitionTask_categories:text-To-SpeechLanguage:arLanguage:frLanguage:en
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