Mummia-99 commited on
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6afefd9
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1 Parent(s): 4658146

Update server.py

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Files changed (1) hide show
  1. server.py +11 -4
server.py CHANGED
@@ -7,17 +7,24 @@ from transformers import pipeline, AutoModelForSequenceClassification, AutoToken
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  import os
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  app = FastAPI()
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- os.environ["huggingfacetoken"] = "/app/.cache"
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- model_name = "facebook/bart-large-mnli"
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  # Force PyTorch model instead of Flax
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- model = AutoModelForSequenceClassification.from_pretrained(model_name, from_flax=True)
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- tokenizer = AutoTokenizer.from_pretrained(model_name)
 
 
 
 
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  classifier = pipeline("zero-shot-classification", model=model, tokenizer=tokenizer)
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  categories = ["Spam", "Not Spam"]
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  class EmailCredentials(BaseModel):
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  email: str
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  password: str
 
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  import os
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  app = FastAPI()
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+ # os.environ["huggingfacetoken"] = "/app/.cache"
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+ # model_name = "facebook/bart-large-mnli"
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  # Force PyTorch model instead of Flax
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+ # model = AutoModelForSequenceClassification.from_pretrained(model_name, from_flax=True)
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+ # tokenizer = AutoTokenizer.from_pretrained(model_name)
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+
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+ model = AutoModelForSequenceClassification.from_pretrained(
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+ "facebook/bart-large-mnli",
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+ force_download=True # Forces re-download
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  classifier = pipeline("zero-shot-classification", model=model, tokenizer=tokenizer)
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  categories = ["Spam", "Not Spam"]
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+ )
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+
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+
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  class EmailCredentials(BaseModel):
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  email: str
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  password: str