almangad commited on
Commit
dcdc4b0
·
verified ·
1 Parent(s): e1e764a
Files changed (1) hide show
  1. app.py +4 -9
app.py CHANGED
@@ -3,17 +3,13 @@ from fastai.text.all import *
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  from huggingface_hub import from_pretrained_fastai
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  repo_id = "almangad/entregable3"
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-
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  learner = from_pretrained_fastai(repo_id)
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-
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- labels = list(learner.dls.vocab)
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  def predict_text(texto):
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- res = learner.predict(texto)
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-
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- probs = res[-1]
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-
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- return {labels[i]: float(probs[i]) for i in range(len(labels))}
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  demo = gr.Interface(
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  fn=predict_text,
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  inputs=gr.Textbox(lines=3, placeholder="Text here..."),
@@ -24,5 +20,4 @@ demo = gr.Interface(
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  ],
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  cache_examples=False
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  )
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-
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  demo.launch()
 
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  from huggingface_hub import from_pretrained_fastai
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  repo_id = "almangad/entregable3"
 
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  learner = from_pretrained_fastai(repo_id)
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+ labels = learner.dls.vocab
 
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  def predict_text(texto):
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+ pred_class, pred_idx, probs = learner.predict(texto)
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+ return {str(learner.dls.vocab[i]): float(probs[i]) for i in range(len(probs))}
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+
 
 
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  demo = gr.Interface(
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  fn=predict_text,
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  inputs=gr.Textbox(lines=3, placeholder="Text here..."),
 
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  ],
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  cache_examples=False
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  )
 
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  demo.launch()