rust_bert::pipelines::token_classification

Enum TokenClassificationOption

Source 
pub enum TokenClassificationOption {
    Bert(BertForTokenClassification),
    Deberta(DebertaForTokenClassification),
    DebertaV2(DebertaV2ForTokenClassification),
    DistilBert(DistilBertForTokenClassification),
    MobileBert(MobileBertForTokenClassification),
    Roberta(RobertaForTokenClassification),
    XLMRoberta(RobertaForTokenClassification),
    Electra(ElectraForTokenClassification),
    Albert(AlbertForTokenClassification),
    XLNet(XLNetForTokenClassification),
    Longformer(LongformerForTokenClassification),
    FNet(FNetForTokenClassification),
}
Expand description

§Abstraction that holds one particular token sequence classifier model, for any of the supported models

Variants§

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Bert(BertForTokenClassification)

Bert for Token Classification

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Deberta(DebertaForTokenClassification)

DeBERTa for Token Classification

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DebertaV2(DebertaV2ForTokenClassification)

DeBERTa V2 for Token Classification

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DistilBert(DistilBertForTokenClassification)

DistilBert for Token Classification

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MobileBert(MobileBertForTokenClassification)

MobileBert for Token Classification

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Roberta(RobertaForTokenClassification)

Roberta for Token Classification

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XLMRoberta(RobertaForTokenClassification)

XLM Roberta for Token Classification

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Electra(ElectraForTokenClassification)

Electra for Token Classification

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Albert(AlbertForTokenClassification)

Albert for Token Classification

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XLNet(XLNetForTokenClassification)

XLNet for Token Classification

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Longformer(LongformerForTokenClassification)

Longformer for Token Classification

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FNet(FNetForTokenClassification)

FNet for Token Classification

Implementations§

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impl TokenClassificationOption

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pub fn new(config: &TokenClassificationConfig) -> Result<Self, RustBertError>

Instantiate a new sequence classification model of the supplied type.

§Arguments
  • TokenClassificationConfig - Token classification pipeline configuration. The type of model created will be inferred from the ModelResources (Torch or ONNX) and ModelType (Architecture for Torch models) variants provided and
Source

pub fn model_type(&self) -> ModelType

Returns the ModelType for this TokenClassificationOption

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