Fairseq Model Random Sentence Generator

This function generates a random sentence using a Fairseq model. It takes a Fairseq model and an input word as arguments. It then generates a sentence using the model and returns it as a string.

Technology Stack : Fairseq, PyTorch

Code Type : Fairseq model generation

Code Difficulty : Intermediate

                
                    
def generate_random_sentence(model, input_word):
    """
    Generate a random sentence using a Fairseq model.

    Args:
        model (fairseq.models.FairseqModel): The Fairseq model to use for generation.
        input_word (str): The input word to start the generation with.
    """
    # Generate a random sentence
    output = model.generate(input_word)
    # Convert the output to a string
    sentence = model.task.source_dictionary.decode(output[0])
    return sentence