| import argparse | |
| from idiomify.models import Idiomifier, Pipeline | |
| from idiomify.fetchers import fetch_config, fetch_idiomifier | |
| from transformers import BartTokenizer | |
| def main(): | |
| parser = argparse.ArgumentParser() | |
| parser.add_argument("--src", type=str, | |
| default="If there's any good to loosing my job," | |
| " it's that I'll now be able to go to school full-time and finish my degree earlier.") | |
| args = parser.parse_args() | |
| config = fetch_config()['infer'] | |
| config.update(vars(args)) | |
| model = fetch_idiomifier(config['ver']) | |
| model.eval() # this is crucial | |
| tokenizer = BartTokenizer.from_pretrained(config['bart']) | |
| idiomifier = Pipeline(model, tokenizer) | |
| src = config['src'] | |
| tgt = idiomifier(src=config['src']) | |
| print(src, "\n->", tgt) | |
| if __name__ == '__main__': | |
| main() | |