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Create app.py

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  1. app.py +15 -0
app.py ADDED
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+ from transformers import AutoTokenizer, AutoModel
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+
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+ # Laden des SciBERT-Modells
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+ tokenizer = AutoTokenizer.from_pretrained('allenai/scibert_scivocab_uncased')
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+ model = AutoModel.from_pretrained('allenai/scibert_scivocab_uncased')
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+
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+ # Beispiel-Text aus einem Paper
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+ text = "This paper introduces a novel deep learning approach for cancer diagnosis."
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+
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+ # Tokenisierung & Modell-Durchlauf
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+ inputs = tokenizer(text, return_tensors="pt")
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+ outputs = model(**inputs)
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+
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+ # Anzeigen der Ausgabe
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+ print(outputs.last_hidden_state.shape)