%%time
classifier = pipeline(
"zero-shot-classification",
model="facebook/bart-large-mnli",
stderr=subprocess.DEVNULL,
)
results = []
for item in tqdm(sample['text'], leave=True):
result = classifier(item, topics)
results.append(result)
100%|██████████| 100/100 [10:02<00:00, 6.03s/it]CPU times: user 39min 53s, sys: 20.1 s, total: 40min 13s
Wall time: 10min 6s