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e1379c5
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Parent(s):
03c041a
Refactor sentiment model initialization to use AutoModel and AutoTokenizer
Browse files- model/sentiment.py +5 -2
model/sentiment.py
CHANGED
@@ -1,8 +1,11 @@
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from transformers import pipeline
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from typing import Any
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class Sentiment:
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def __init__(self, line: str) -> (list | list[Any] | Any | None):
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self.result = self.pipe(line)
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from transformers import pipeline, AutoModelForSequenceClassification, AutoTokenizer
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from typing import Any
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class Sentiment:
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def __init__(self, line: str) -> (list | list[Any] | Any | None):
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model = AutoModelForSequenceClassification.from_pretrained("./feel-it-italian-sentiment")
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tokenizer = AutoTokenizer.from_pretrained("./feel-it-italian-sentiment")
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self.pipe = pipeline("text-classification", model=model, tokenizer=tokenizer)
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self.result = self.pipe(line)
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