Lord-Raven commited on
Commit
9231215
·
1 Parent(s): df67acc

Experimenting with few-shot classification.

Browse files
Files changed (1) hide show
  1. app.py +4 -2
app.py CHANGED
@@ -62,8 +62,10 @@ def classify(data_string, request: gradio.Request):
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  if request.headers["origin"] not in ["https://statosphere-3704059fdd7e.c5v4v4jx6pq5.win", "https://crunchatize-77a78ffcc6a6.c5v4v4jx6pq5.win", "https://ravenok-statosphere-backend.hf.space"]:
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  return "{}"
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  data = json.loads(data_string)
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-
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- return zero_shot_classification
 
 
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  def zero_shot_classification(data):
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  results = classifier(data['sequence'], candidate_labels=data['candidate_labels'], hypothesis_template=data['hypothesis_template'], multi_label=data['multi_label'])
 
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  if request.headers["origin"] not in ["https://statosphere-3704059fdd7e.c5v4v4jx6pq5.win", "https://crunchatize-77a78ffcc6a6.c5v4v4jx6pq5.win", "https://ravenok-statosphere-backend.hf.space"]:
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  return "{}"
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  data = json.loads(data_string)
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+ if 'task' in data and data['task'] == 'few_shot_classification':
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+ return few_shot_classification(data)
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+ else:
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+ return zero_shot_classification(data)
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  def zero_shot_classification(data):
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  results = classifier(data['sequence'], candidate_labels=data['candidate_labels'], hypothesis_template=data['hypothesis_template'], multi_label=data['multi_label'])