761805867 by Unknown

Author:Unknown
Language: eng
Format: epub

While Rust’s ecosystem for transformers is still developing, libraries like tch-rs can be used to build and train transformer models.

Set Up Your Rust Environment:

Add tch-rs to your Cargo.toml:

toml

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[dependencies]

tch = "0.4.0"

Define the Transformer Model:

Create a file src/transformer.rs to define the transformer components:

rust

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extern crate tch;

use tch::{Tensor, nn, nn::OptimizerConfig};

pub struct TransformerModel {

encoder: nn::Sequential,

}

impl TransformerModel {

pub fn new(vs: &nn::Path) -> Self {

let encoder = nn::seq()

.add(nn::linear(vs / "enc", 512, 512, Default::default()))

.add_fn(|xs| xs.relu())

.add(nn::linear(vs / "enc", 512, 512, Default::default()));

TransformerModel { encoder }

}

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