mat27 commited on
Commit
fab135b
·
1 Parent(s): e441004

Update app.py

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Files changed (1) hide show
  1. app.py +7 -20
app.py CHANGED
@@ -4,25 +4,12 @@ from transformers import pipeline
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  # Create a new FastAPI app instance
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  app = FastAPI()
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- # Initialize the text generation pipeline
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- # This function will be able to generate text
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- # given an input.
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  pipe = pipeline("text2text-generation",
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- model="google/flan-t5-small")
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-
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- # Define a function to handle the GET request at `/generate`
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- # The generate() function is defined as a FastAPI route that takes a
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- # string parameter called text. The function generates text based on the # input using the pipeline() object, and returns a JSON response
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- # containing the generated text under the key "output"
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  @app.get("/generate")
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- def generate(text: str):
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- """
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- Using the text2text-generation pipeline from `transformers`, generate text
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- from the given input text. The model used is `google/flan-t5-small`, which
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- can be found [here](<https://huggingface.co/google/flan-t5-small>).
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- """
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- # Use the pipeline to generate text from the given input text
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- output = pipe(text)
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-
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- # Return the generated text in a JSON response
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- return {"output": output[0]["generated_text"]}
 
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  # Create a new FastAPI app instance
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  app = FastAPI()
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  pipe = pipeline("text2text-generation",
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+ model="mat27/medmnistPrueba")
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+
 
 
 
 
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  @app.get("/generate")
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+ def generate(imagen: np.array):
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+
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+ output = pipe(imagen)
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+
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+ return {"Precisión: ": output}