akhaliq HF staff commited on
Commit
ce61f52
1 Parent(s): 960bb18

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +23 -2
app.py CHANGED
@@ -7,7 +7,28 @@ description = "Gradio Demo for BERT. To use it, simply add your text, or click o
7
  article = "<p style='text-align: center'><a href='https://arxiv.org/abs/1810.04805' target='_blank'>BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding</a></p>"
8
 
9
  examples = [
10
- ['Paris is the [MASK] of France.']
11
  ]
12
 
13
- gr.Interface.load("huggingface/bert-base-uncased", inputs=gr.inputs.Textbox(lines=5, label="Input Text"),title=title,description=description,article=article, examples=examples).launch(enable_queue=True)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7
  article = "<p style='text-align: center'><a href='https://arxiv.org/abs/1810.04805' target='_blank'>BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding</a></p>"
8
 
9
  examples = [
10
+ ['Paris is the [MASK] of France.','bert-base-cased']
11
  ]
12
 
13
+
14
+ io1 = gr.Interface.load("huggingface/bert-base-cased")
15
+
16
+ io2 = gr.Interface.load("huggingface/bert-base-uncased")
17
+
18
+
19
+ def inference(inputtext, model):
20
+ if model == "bert-base-cased":
21
+ outlabel = io1(inputtext)
22
+ else:
23
+ outlabel = io2(inputtext)
24
+ return outlabel
25
+
26
+
27
+ gr.Interface(
28
+ inference,
29
+ [gr.inputs.Textbox(label="Context",lines=10),gr.inputs.Dropdown(choices=["bert-base-cased","bert-base-uncased"], type="value", default="bert-base-cased", label="model")],
30
+ [gr.outputs.Label(label="Output")],
31
+ examples=examples,
32
+ article=article,
33
+ title=title,
34
+ description=description).launch(enable_queue=True,cache_examples=True)