| """ | |
| This is for just a simple sanity check on the inference. | |
| """ | |
| import argparse | |
| from idiomify.pipeline import Pipeline | |
| from idiomify.fetchers import fetch_config, fetch_idiomifier | |
| from transformers import BartTokenizer | |
| def main(): | |
| parser = argparse.ArgumentParser() | |
| parser.add_argument("--sent", 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()['idiomifier'] | |
| config.update(vars(args)) | |
| model = fetch_idiomifier(config['ver']) | |
| model.eval() # this is crucial | |
| tokenizer = BartTokenizer.from_pretrained(config['bart']) | |
| pipeline = Pipeline(model, tokenizer) | |
| src = config['sent'] | |
| tgt = pipeline(sents=[config['sent']]) | |
| print(src, "\n->", tgt) | |
| if __name__ == '__main__': | |
| main() | |