ferritin_amplify

Struct AMPLIFYConfig

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pub struct AMPLIFYConfig {
Show 17 fields
    pub hidden_size: usize,
    pub num_hidden_layers: usize,
    pub num_attention_heads: usize,
    pub intermediate_size: usize,
    pub dropout_prob: f64,
    pub embedding_init_range: f64,
    pub decoder_init_range: f64,
    pub rms_norm: bool,
    pub norm_eps: f64,
    pub hidden_act: Activation,
    pub layer_norm_after_embedding: bool,
    pub layer_norm_before_last_layer: bool,
    pub vocab_size: usize,
    pub ffn_bias: bool,
    pub att_bias: bool,
    pub pad_token_id: usize,
    pub max_length: usize,

}
Expand description

Configuration Struct for AMPLIFY

Currently only holds the weight params for those models found on GH: the 120M and 350M models.

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§hidden_size: usize§num_hidden_layers: usize§num_attention_heads: usize§intermediate_size: usize§dropout_prob: f64§embedding_init_range: f64§decoder_init_range: f64§rms_norm: bool§norm_eps: f64§hidden_act: Activation§layer_norm_after_embedding: bool§layer_norm_before_last_layer: bool§vocab_size: usize§ffn_bias: bool§att_bias: bool§pad_token_id: usize§max_length: usize

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impl AMPLIFYConfig

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pub fn amp_120m() -> Self

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pub fn amp_350m() -> Self

Trait Implementations§

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impl Clone for AMPLIFYConfig

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fn clone(&self) -> AMPLIFYConfig

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 Debug for AMPLIFYConfig

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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 AMPLIFYConfig

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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 AMPLIFYConfig

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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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🔬This is a nightly-only experimental API. (clone_to_uninit)
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