ankush-003 commited on
Commit
6ef3ddb
1 Parent(s): b54e71a

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +15 -1
app.py CHANGED
@@ -1,3 +1,17 @@
1
  import gradio as gr
 
 
 
 
 
 
 
 
2
 
3
- gr.Interface.load("models/ankush-003/nosqli_identifier").launch()
 
 
 
 
 
 
 
1
  import gradio as gr
2
+ def predict(payload, payload_label):
3
+ inputs = tokenizer(test_payload, return_tensors="tf")
4
+ model = TFAutoModelForSequenceClassification.from_pretrained("models/ankush-003/nosqli_identifier")
5
+ logits = model(**inputs).logits
6
+ predicted_class_id = int(tf.math.argmax(logits, axis=-1)[0])
7
+ # print(model.config.id2label[predicted_class_id])
8
+ return model.config.id2label[predicted_class_id]
9
+ # return "Fuck You"
10
 
11
+ demo = gr.Interface(
12
+ fn=predict,
13
+ inputs=["text","checkbox"],
14
+ outputs="text",
15
+ )
16
+ demo.launch(share=True, debug=True)
17
+ # gr.Interface.load("models/ankush-003/nosqli_identifier").launch()