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AdapterLayer

trustformers_core::peft

Struct AdapterLayer 

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pub struct AdapterLayer {
    pub down_proj: Linear,
    pub up_proj: Linear,
    pub activation: ActivationType,
    pub bottleneck_size: usize,
    pub dropout: f32,
    pub residual_connection: bool,
}
Expand description

Adapter layer for parameter-efficient fine-tuning

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§down_proj: Linear§up_proj: Linear§activation: ActivationType§bottleneck_size: usize§dropout: f32§residual_connection: bool

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impl AdapterLayer

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pub fn new( hidden_size: usize, bottleneck_size: usize, activation: ActivationType, dropout: f32, ) -> Self

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impl Clone for AdapterLayer

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fn clone(&self) -> AdapterLayer

Returns a duplicate 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 AdapterLayer

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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 Layer for AdapterLayer

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type Input = Tensor

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type Output = Tensor

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fn forward(&self, input: Self::Input) -> Result<Self::Output>

Performs the forward computation of this layer. Read more

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

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