rust_bert::pipelines::common

Enum ConfigOption

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pub enum ConfigOption {

Show 24 variants    Bart(BartConfig),
    Bert(BertConfig),
    DistilBert(DistilBertConfig),
    Deberta(DebertaConfig),
    DebertaV2(DebertaV2Config),
    Electra(ElectraConfig),
    Marian(MarianConfig),
    MobileBert(MobileBertConfig),
    OpenAiGpt(OpenAiGptConfig),
    T5(T5Config),
    LongT5(LongT5Config),
    Albert(AlbertConfig),
    XLNet(XLNetConfig),
    GPT2(Gpt2Config),
    GPTJ(GptJConfig),
    Reformer(ReformerConfig),
    Roberta(RobertaConfig),
    ProphetNet(ProphetNetConfig),
    Longformer(LongformerConfig),
    Pegasus(PegasusConfig),
    GPTNeo(GptNeoConfig),
    MBart(MBartConfig),
    M2M100(M2M100Config),
    FNet(FNetConfig),

}
Expand description

§Abstraction that holds a model configuration, can be of any of the supported models

Variants§

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Bart(BartConfig)

Bart configuration

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Bert(BertConfig)

Bert configuration

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DistilBert(DistilBertConfig)

DistilBert configuration

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Deberta(DebertaConfig)

DeBERTa configuration

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DebertaV2(DebertaV2Config)

DeBERTa V2 configuration

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Electra(ElectraConfig)

Electra configuration

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Marian(MarianConfig)

Marian configuration

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MobileBert(MobileBertConfig)

MobileBert configuration

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OpenAiGpt(OpenAiGptConfig)

OpenAI GPT configuration

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T5(T5Config)

T5 configuration

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LongT5(LongT5Config)

LongT5 configuration

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Albert(AlbertConfig)

Albert configuration

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XLNet(XLNetConfig)

XLNet configuration

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GPT2(Gpt2Config)

GPT2 configuration

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GPTJ(GptJConfig)

GPT-J configuration

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Reformer(ReformerConfig)

Reformer configuration

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Roberta(RobertaConfig)

RoBERTa configuration

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ProphetNet(ProphetNetConfig)

ProphetNet configuration

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Longformer(LongformerConfig)

Longformer configuration

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Pegasus(PegasusConfig)

Pegasus configuration

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GPTNeo(GptNeoConfig)

GPT-Neo configuration

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MBart(MBartConfig)

MBart configuration

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M2M100(M2M100Config)

M2M100 configuration

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FNet(FNetConfig)

FNet configuration

Implementations§

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impl ConfigOption

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pub fn from_file<P: AsRef<Path>>(model_type: ModelType, path: P) -> Self

Interface method to load a configuration from file

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pub fn get_label_mapping(&self) -> &HashMap<i64, String>

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pub fn get_max_len(&self) -> Option<i64>

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pub fn get_vocab_size(&self) -> i64

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pub fn get_decoder_start_token_id(&self) -> Option<i64>

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pub fn get_forced_bos_token_id(&self) -> Option<i64>

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pub fn get_forced_eos_token_id(&self) -> Option<i64>

Trait Implementations§

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impl TryFrom<&ConfigOption> for AlbertConfig

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type Error = RustBertError

The type returned in the event of a conversion error.
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fn try_from(config: &ConfigOption) -> Result<Self, Self::Error>

Performs the conversion.
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impl TryFrom<&ConfigOption> for BertConfig

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type Error = RustBertError

The type returned in the event of a conversion error.
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fn try_from(config: &ConfigOption) -> Result<Self, Self::Error>

Performs the conversion.
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impl TryFrom<&ConfigOption> for DistilBertConfig

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type Error = RustBertError

The type returned in the event of a conversion error.
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fn try_from(config: &ConfigOption) -> Result<Self, Self::Error>

Performs the conversion.
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impl TryFrom<&ConfigOption> for T5Config

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type Error = RustBertError

The type returned in the event of a conversion error.
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fn try_from(config: &ConfigOption) -> Result<Self, Self::Error>

Performs the conversion.

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