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LMEncoder

ferritin_plms::esmfold2::layers::lm_encoder

Struct LMEncoder 

Source 
pub struct LMEncoder { /* private fields */ }
Expand description

4-layer transformer adapter that maps ESMC-6B hidden states ([B, L, d_in=2560]) to the ESMFold2 single representation ([B, L, d_out=384]).

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impl LMEncoder

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pub fn load( vb: VarBuilder<'_>, d_in: usize, d_out: usize, n_layers: usize, ) -> Result<Self>

Load the LM encoder from a VarBuilder rooted at lm_encoder.*.

n_heads is derived as d_in / 64 (standard head size; 2560/64 = 40 for ESMC-6B).

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pub fn forward(&self, x: &Tensor) -> Result<Tensor>

Project ESMC-6B hidden states to the single representation.

  • Input: [B, L, d_in=2560]
  • Output: [B, L, d_out=384]

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