rust_bert::models::xlnet

Struct XLNetConfig

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pub struct XLNetConfig {
Show 34 fields
    pub vocab_size: i64,
    pub d_model: i64,
    pub n_layer: i64,
    pub d_head: i64,
    pub n_head: i64,
    pub d_inner: i64,
    pub ff_activation: Activation,
    pub untie_r: bool,
    pub attn_type: AttentionType,
    pub initializer_range: f32,
    pub layer_norm_eps: Option<f64>,
    pub dropout: f64,
    pub mem_len: Option<i64>,
    pub reuse_len: Option<i64>,
    pub clamp_len: Option<i64>,
    pub bi_data: bool,
    pub same_length: bool,
    pub summary_type: Option<SummaryType>,
    pub summary_use_proj: Option<bool>,
    pub summary_activation: Option<Activation>,
    pub summary_proj_to_labels: Option<bool>,
    pub summary_first_dropout: Option<f64>,
    pub summary_last_dropout: Option<f64>,
    pub start_n_top: Option<i64>,
    pub end_n_top: Option<i64>,
    pub use_cache: Option<bool>,
    pub bos_token_id: i64,
    pub eos_token_id: i64,
    pub pad_token_id: i64,
    pub id2label: Option<HashMap<i64, String>>,
    pub label2id: Option<HashMap<String, i64>>,
    pub output_attentions: Option<bool>,
    pub output_hidden_states: Option<bool>,
    pub chunk_size_feed_forward: Option<i64>,

}
Expand description

§XLNet model configuration

Defines the XLNet model architecture (e.g. number of layers, hidden layer size, label mapping…)

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§vocab_size: i64§d_model: i64§n_layer: i64§d_head: i64§n_head: i64§d_inner: i64§ff_activation: Activation§untie_r: bool§attn_type: AttentionType§initializer_range: f32§layer_norm_eps: Option<f64>§dropout: f64§mem_len: Option<i64>§reuse_len: Option<i64>§clamp_len: Option<i64>§bi_data: bool§same_length: bool§summary_type: Option<SummaryType>§summary_use_proj: Option<bool>§summary_activation: Option<Activation>§summary_proj_to_labels: Option<bool>§summary_first_dropout: Option<f64>§summary_last_dropout: Option<f64>§start_n_top: Option<i64>§end_n_top: Option<i64>§use_cache: Option<bool>§bos_token_id: i64§eos_token_id: i64§pad_token_id: i64§id2label: Option<HashMap<i64, String>>§label2id: Option<HashMap<String, i64>>§output_attentions: Option<bool>§output_hidden_states: Option<bool>§chunk_size_feed_forward: Option<i64>

Trait Implementations§

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impl Clone for XLNetConfig

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fn clone(&self) -> XLNetConfig

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Config for XLNetConfig

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fn from_file<P: AsRef<Path>>(path: P) -> Self

Loads a Config object from a JSON file. The format is expected to be aligned with the Transformers library configuration files for each model. The parsing will fail if non-optional keys expected by the model are missing. Read more
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impl Debug for XLNetConfig

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for XLNetConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for XLNetConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for XLNetConfig

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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