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Update app.py
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app.py
CHANGED
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@@ -11,32 +11,21 @@ device = "cuda" if torch.cuda.is_available() else "cpu"
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hf_token = os.getenv("HF_TOKEN")
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aspect_tokenizer = AutoTokenizer.from_pretrained(
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)
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aspect_model = AutoModelForTokenClassification.from_pretrained(
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"EfektMotyla/bert-aspect-ner", token=hf_token
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).to(device)
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sentiment_tokenizer = AutoTokenizer.from_pretrained(
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)
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sentiment_model = AutoModelForSequenceClassification.from_pretrained(
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"EfektMotyla/absa-roberta", token=hf_token
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).to(device)
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pl_to_en = pipeline(
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"translation",
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model="Helsinki-NLP/opus-mt-pl-en",
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device=0 if device == "cuda" else -1
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token=hf_token
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)
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en_to_pl = pipeline(
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"translation",
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model="gsarti/opus-mt-tc-en-pl",
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device=0 if device == "cuda" else -1
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token=hf_token
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)
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# === Dane wejściowe i wyjściowe ===
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hf_token = os.getenv("HF_TOKEN")
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aspect_tokenizer = AutoTokenizer.from_pretrained("EfektMotyla/bert-aspect-ner")
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aspect_model = AutoModelForTokenClassification.from_pretrained("EfektMotyla/bert-aspect-ner").to(device)
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sentiment_tokenizer = AutoTokenizer.from_pretrained("EfektMotyla/absa-roberta")
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sentiment_model = AutoModelForSequenceClassification.from_pretrained("EfektMotyla/absa-roberta").to(device)
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pl_to_en = pipeline(
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"translation",
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model="Helsinki-NLP/opus-mt-pl-en",
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device=0 if device == "cuda" else -1
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)
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en_to_pl = pipeline(
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"translation",
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model="gsarti/opus-mt-tc-en-pl",
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device=0 if device == "cuda" else -1
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)
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# === Dane wejściowe i wyjściowe ===
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