rust_bert::models::t5

Struct T5Config

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pub struct T5Config {
Show 24 fields
    pub dropout_rate: f64,
    pub d_model: i64,
    pub d_ff: i64,
    pub d_kv: i64,
    pub decoder_start_token_id: Option<i64>,
    pub bos_token_id: Option<i64>,
    pub eos_token_id: Option<i64>,
    pub forced_bos_token_id: Option<i64>,
    pub forced_eos_token_id: Option<i64>,
    pub initializer_factor: f64,
    pub is_encoder_decoder: Option<bool>,
    pub layer_norm_epsilon: f64,
    pub num_heads: i64,
    pub num_layers: i64,
    pub output_past: Option<bool>,
    pub pad_token_id: Option<i64>,
    pub relative_attention_num_buckets: i64,
    pub relative_attention_max_distance: Option<i64>,
    pub vocab_size: i64,
    pub feed_forward_proj: Option<FeedForwardProj>,
    pub tie_word_embeddings: Option<bool>,
    pub task_specific_params: Option<TaskSpecificParams>,
    pub output_attentions: Option<bool>,
    pub output_hidden_states: Option<bool>,

}
Expand description

§T5 model configuration

Defines the T5 model architecture (e.g. number of layers, hidden layer size, label mapping…)

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§dropout_rate: f64§d_model: i64§d_ff: i64§d_kv: i64§decoder_start_token_id: Option<i64>§bos_token_id: Option<i64>§eos_token_id: Option<i64>§forced_bos_token_id: Option<i64>§forced_eos_token_id: Option<i64>§initializer_factor: f64§is_encoder_decoder: Option<bool>§layer_norm_epsilon: f64§num_heads: i64§num_layers: i64§output_past: Option<bool>§pad_token_id: Option<i64>§relative_attention_num_buckets: i64§relative_attention_max_distance: Option<i64>§vocab_size: i64§feed_forward_proj: Option<FeedForwardProj>§tie_word_embeddings: Option<bool>§task_specific_params: Option<TaskSpecificParams>§output_attentions: Option<bool>§output_hidden_states: Option<bool>

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impl Clone for T5Config

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fn clone(&self) -> T5Config

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 T5Config

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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 T5Config

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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 T5Config

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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 T5Config

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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 From<&LongT5Config> for T5Config

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fn from(val: &LongT5Config) -> T5Config

Converts to this type from the input type.
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impl Serialize for T5Config

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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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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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