Struct rust_bert::models::t5::T5Generator

pub struct T5Generator { /* private fields */ }

Implementations

impl T5Generator

pub fn new( generate_config: GenerateConfig ) -> Result<T5Generator, RustBertError>

pub fn new_with_tokenizer( generate_config: GenerateConfig, tokenizer: TokenizerOption ) -> Result<T5Generator, RustBertError>

Trait Implementations

impl LanguageGenerator for T5Generator

fn generate<S>( &self, prompt_texts: Option<&[S]>, generate_options: Option<GenerateOptions<'_>> ) -> Result<Vec<GeneratedTextOutput>, RustBertError>

where S: AsRef<str> + Send + Sync,

Generate text based on a vector of promp texts.

fn generate_indices<S>( &self, prompt_texts: Option<&[S]>, generate_options: Option<GenerateOptions<'_>> ) -> Result<Vec<GeneratedIndicesOutput>, RustBertError>

where S: AsRef<str> + Send + Sync,

Generate token indices without decoding (useful for token-level operations before returning final text or as validation step during training).

fn generate_from_ids_and_past( &self, input_ids: Tensor, attention_mask: Option<Tensor>, generate_options: Option<GenerateOptions<'_>> ) -> Result<Vec<GeneratedIndicesOutput>, RustBertError>

Generate token indices given a list of indices (useful when the input has been pre-tokenized). Returns a list of output tokens that need to be decoded using a tokenizer.

fn get_tokenizer(&self) -> &TokenizerOption

Returns a reference to the text generator’s tokenizer

fn get_tokenizer_mut(&mut self) -> &mut TokenizerOption

fn half(&mut self) -> Result<(), RustBertError>

fn float(&mut self) -> Result<(), RustBertError>

fn set_device(&mut self, device: Device) -> Result<(), RustBertError>