Struct rust_bert::pipelines::generation::OpenAIGenerator

pub struct OpenAIGenerator { /* fields omitted */ }

Language generation model based on the GPT architecture

Methods

impl OpenAIGenerator

pub fn new(generate_config: GenerateConfig) -> Fallible<OpenAIGenerator>

Build a new OpenAIGenerator

Arguments

• generate_config - GenerateConfig object containing the resource references (model, vocabulary, configuration), generation options and device placement (CPU/GPU)

Example

use rust_bert::pipelines::generation::{GenerateConfig, OpenAIGenerator};
let generate_config = GenerateConfig {
   max_length: 30,
   do_sample: true,
   num_beams: 5,
   temperature: 1.1,
   num_return_sequences: 3,
   ..Default::default()
};
let gpt_generator = OpenAIGenerator::new(generate_config)?;

Trait Implementations

impl LanguageGenerator<OpenAIGPTLMHeadModel, OpenAiGptVocab, OpenAiGptTokenizer> for OpenAIGenerator

fn generate(
    &mut self,
    prompt_texts: Option<Vec<&str>>,
    attention_mask: Option<Tensor>
) -> Vec<String>

Generate text based on a vector of promp texts.