54 lines
1.1 KiB
Rust
54 lines
1.1 KiB
Rust
//! Sequence-to-sequence models for translation
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use crate::Result;
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use rtx_tensor::Tensor;
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/// Sequence-to-sequence encoder-decoder model
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pub struct Seq2SeqModel {
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encoder: Encoder,
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decoder: Decoder,
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}
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pub struct Encoder {
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// Model parameters would go here
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}
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pub struct Decoder {
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// Model parameters would go here
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}
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impl Default for Seq2SeqModel {
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fn default() -> Self {
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Self::new()
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}
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}
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impl Seq2SeqModel {
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pub fn new() -> Self {
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Self {
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encoder: Encoder {},
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decoder: Decoder {},
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}
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}
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pub fn forward(&self, input_ids: &Tensor, target_ids: &Tensor) -> Result<Tensor> {
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let encoder_output = self.encoder.forward(input_ids)?;
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let decoder_output = self.decoder.forward(target_ids, &encoder_output)?;
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Ok(decoder_output)
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}
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}
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impl Encoder {
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pub fn forward(&self, input_ids: &Tensor) -> Result<Tensor> {
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// Mock implementation
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Ok(input_ids.clone())
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}
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}
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impl Decoder {
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pub fn forward(&self, target_ids: &Tensor, _encoder_output: &Tensor) -> Result<Tensor> {
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// Mock implementation
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Ok(target_ids.clone())
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}
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}
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