rust_bert::models::gpt_neo

Struct GptNeoConfig

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pub struct GptNeoConfig {
Show 23 fields
    pub activation_function: Activation,
    pub attention_dropout: f64,
    pub attention_layers: Vec<AttentionLayerType>,
    pub attention_types: Vec<(Vec<AttentionLayerType>, i64)>,
    pub intermediate_size: Option<i64>,
    pub bos_token_id: i64,
    pub eos_token_id: i64,
    pub forced_bos_token_id: Option<i64>,
    pub forced_eos_token_id: Option<i64>,
    pub vocab_size: i64,
    pub num_layers: i64,
    pub num_heads: i64,
    pub hidden_size: i64,
    pub window_size: i64,
    pub embed_dropout: f64,
    pub initializer_range: f64,
    pub layer_norm_epsilon: f64,
    pub max_position_embeddings: i64,
    pub output_past: Option<bool>,
    pub output_attentions: Option<bool>,
    pub output_hidden_states: Option<bool>,
    pub resid_dropout: f64,
    pub decoder_start_token_id: Option<i64>,

}
Expand description

§GPT-Neo model configuration

Defines the GPT-Neo model architecture (e.g. number of layers, hidden layer size, vocab size…).

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§activation_function: Activation§attention_dropout: f64§attention_layers: Vec<AttentionLayerType>§attention_types: Vec<(Vec<AttentionLayerType>, i64)>§intermediate_size: Option<i64>§bos_token_id: i64§eos_token_id: i64§forced_bos_token_id: Option<i64>§forced_eos_token_id: Option<i64>§vocab_size: i64§num_layers: i64§num_heads: i64§hidden_size: i64§window_size: i64§embed_dropout: f64§initializer_range: f64§layer_norm_epsilon: f64§max_position_embeddings: i64§output_past: Option<bool>§output_attentions: Option<bool>§output_hidden_states: Option<bool>§resid_dropout: f64§decoder_start_token_id: Option<i64>

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impl Clone for GptNeoConfig

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fn clone(&self) -> GptNeoConfig

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 GptNeoConfig

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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 GptNeoConfig

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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 GptNeoConfig

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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 GptNeoConfig

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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 GptNeoConfig

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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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