AI PC: Masked Language Models

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INC: Testing

AI PC: Text Generation

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AI PC: Audio Classification

AI PC: Automatic Speech Recognition

AI PC: Feature Extraction

AI PC: Image Classification

AI PC: Image-to-Text

AI PC: Masked Language Models

AI PC: Question Answering

AI PC: Text Classification

AI PC: Text2Text Generation

AI PC: Token Classification

GPT

BGE

TVP

ViT

updated Aug 23, 2024

Masked language models (MLMs) that have been validated to run on the AI PC Intel® Core™ Ultra CPU and iGPU.

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FacebookAI/roberta-base

Fill-Mask • 0.1B • Updated Feb 19, 2024 • 15.3M • • 611

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
FacebookAI/roberta-large

Fill-Mask • 0.4B • Updated Feb 19, 2024 • 17.1M • • 298

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
FacebookAI/xlm-clm-ende-1024

Fill-Mask • 0.2B • Updated Apr 6, 2023 • 59

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
FacebookAI/xlm-roberta-base

Fill-Mask • 0.3B • Updated Feb 19, 2024 • 22.6M • • 841

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
FacebookAI/xlm-roberta-large

Fill-Mask • 0.6B • Updated Feb 19, 2024 • 7.19M • • 515

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
albert/albert-base-v2

Fill-Mask • 11.8M • Updated Feb 19, 2024 • 571k • • 141

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
albert/albert-large-v2

Fill-Mask • 17.9M • Updated Feb 19, 2024 • 3.94k • • 21

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
dbmdz/electra-base-french-europeana-cased-generator

Fill-Mask • 34.9M • Updated Sep 6, 2023 • 19

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
distilbert/distilbert-base-uncased

Fill-Mask • 67M • Updated May 6, 2024 • 12.7M • • 889

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
flaubert/flaubert_base_cased

Fill-Mask • 0.1B • Updated May 14, 2024 • 114k • • 10

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
google-bert/bert-base-uncased

Fill-Mask • 0.1B • Updated Feb 19, 2024 • 68M • • 2.67k

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
google-bert/bert-large-uncased

Fill-Mask • 0.3B • Updated Feb 19, 2024 • 5.6M • • 146

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
junnyu/roformer_small_generator

Fill-Mask • Updated Sep 22, 2021 • 9

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
kssteven/ibert-roberta-base

Fill-Mask • Updated Nov 22, 2021 • 10.3k • 1

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
microsoft/deberta-v3-large

Fill-Mask • Updated Mar 19, 2023 • 903k • • 280

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForMaskedLM library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation

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