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Create app.py
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app.py
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from transformers import AutoTokenizer, AutoModel
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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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# 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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# Tokenisierung & Modell-Durchlauf
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inputs = tokenizer(text, return_tensors="pt")
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outputs = model(**inputs)
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# Anzeigen der Ausgabe
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print(outputs.last_hidden_state.shape)
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