Struct PromptTuning

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pub struct PromptTuning { /* private fields */ }

Expand description

Prompt Tuning implementation

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impl PromptTuning

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pub fn new(config: PromptTuningConfig) -> Result<Self, String>

Create new prompt tuning

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pub fn get_prompt_embeddings(&self) -> Result<Tensor, String>

Get prompt embeddings

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pub fn prepend_prompts( &self, input_embeddings: &Tensor, ) -> Result<Tensor, String>

Prepend prompts to input embeddings

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pub fn num_parameters(&self) -> usize

Get number of trainable parameters

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pub fn parameter_efficiency(&self, total_model_params: usize) -> f32

Get parameter efficiency ratio

Auto Trait Implementations§

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impl !UnwindSafe for PromptTuning

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