rust_bert::models::gpt2

Struct Gpt2Config

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pub struct Gpt2Config {
Show 20 fields
    pub attn_pdrop: Option<f64>,
    pub embd_pdrop: Option<f64>,
    pub hidden_dropout_prob: Option<f64>,
    pub afn: Option<Activation>,
    pub initializer_range: f64,
    pub layer_norm_epsilon: f64,
    pub n_ctx: i64,
    pub n_embd: i64,
    pub n_head: i64,
    pub n_layer: i64,
    pub n_positions: i64,
    pub num_labels: Option<i64>,
    pub output_past: Option<bool>,
    pub output_attentions: Option<bool>,
    pub output_hidden_states: Option<bool>,
    pub resid_pdrop: Option<f64>,
    pub vocab_size: i64,
    pub decoder_start_token_id: Option<i64>,
    pub forced_bos_token_id: Option<i64>,
    pub forced_eos_token_id: Option<i64>,

}
Expand description

§GPT2 model configuration

Defines the GPT2 model architecture (e.g. number of layers, hidden layer size, vocab size…). Shared between GPT and GPT2 models

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§attn_pdrop: Option<f64>§embd_pdrop: Option<f64>§hidden_dropout_prob: Option<f64>§afn: Option<Activation>§initializer_range: f64§layer_norm_epsilon: f64§n_ctx: i64§n_embd: i64§n_head: i64§n_layer: i64§n_positions: i64§num_labels: Option<i64>§output_past: Option<bool>§output_attentions: Option<bool>§output_hidden_states: Option<bool>§resid_pdrop: Option<f64>§vocab_size: i64§decoder_start_token_id: Option<i64>§forced_bos_token_id: Option<i64>§forced_eos_token_id: Option<i64>

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impl Clone for Gpt2Config

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fn clone(&self) -> Gpt2Config

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 Gpt2Config

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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 Gpt2Config

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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 Gpt2Config

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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 Gpt2Config

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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 Gpt2Config

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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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