Struct QLoRALinear

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pub struct QLoRALinear { /* private fields */ }

Expand description

QLoRA layer with quantized base weights

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impl QLoRALinear

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pub fn new(in_features: usize, out_features: usize, config: QLoRAConfig) -> Self

Create new QLoRA linear layer

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

Forward pass

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pub fn lora_parameters(&self) -> Vec<Tensor>

Get LoRA parameters

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pub fn memory_savings_ratio(&self) -> f32

Get memory savings compared to full fine-tuning

Auto Trait Implementations§

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impl !UnwindSafe for QLoRALinear

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Calls U::from(self).

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