dinalzein commited on
Commit
dfb0587
Β·
1 Parent(s): 409b791

try diff method

Browse files
Files changed (1) hide show
  1. app.py +7 -1
app.py CHANGED
@@ -33,6 +33,12 @@ def identify_language(txt):
33
  return languages_map[id2label[str(y_pred[0])]]
34
 
35
 
 
 
 
 
 
 
36
 
37
  #with gr.Row():
38
  examples = [
@@ -72,7 +78,7 @@ article = ('''## Suppoted Langauges \n
72
 
73
 
74
  gr.Interface(
75
- fn=identify_language,
76
  inputs=inputs,
77
  outputs=outputs,
78
  verbose=True,
 
33
  return languages_map[id2label[str(y_pred[0])]]
34
 
35
 
36
+ def identify_language2(txt):
37
+ tokenized_txt = tokenizer(txt, return_tensors='pt')
38
+ output = model(**tokenized_txt)
39
+ predictions = torch.nn.functional.softmax(output.logits, dim=-1)
40
+ _, preds = torch.max(predictions, dim=-1)
41
+ return languages_map[id2labe[str(preds.item())]]
42
 
43
  #with gr.Row():
44
  examples = [
 
78
 
79
 
80
  gr.Interface(
81
+ fn=identify_language2,
82
  inputs=inputs,
83
  outputs=outputs,
84
  verbose=True,