parth parekh
commited on
Commit
·
5a43803
1
Parent(s):
a404f18
added bert larger bert
Browse files
app.py
CHANGED
@@ -14,8 +14,8 @@ app = FastAPI(
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class ContactDetector:
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def __init__(self):
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cache_dir = "/app/model_cache"
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self.tokenizer = BertTokenizer.from_pretrained('bert-
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self.model = BertForSequenceClassification.from_pretrained('bert-
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self.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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self.model.to(self.device)
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self.model.eval()
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class ContactDetector:
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def __init__(self):
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cache_dir = "/app/model_cache"
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+
self.tokenizer = BertTokenizer.from_pretrained('bert-large-uncased', cache_dir=cache_dir)
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self.model = BertForSequenceClassification.from_pretrained('bert-large-uncased', num_labels=2, cache_dir=cache_dir)
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self.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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self.model.to(self.device)
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self.model.eval()
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