Katake commited on
Commit
ef03384
·
verified ·
1 Parent(s): 256649d

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +13 -5
app.py CHANGED
@@ -1,12 +1,20 @@
1
  import gradio as gr
2
  from transformers import AutoModelForSequenceClassification, AutoTokenizer, pipeline
3
 
 
4
  model = AutoModelForSequenceClassification.from_pretrained("savasy/bert-base-turkish-sentiment-cased")
5
  tokenizer = AutoTokenizer.from_pretrained("savasy/bert-base-turkish-sentiment-cased")
6
 
 
 
7
  def greet(text):
8
- pipe = pipeline("sentiment-analysis", tokenizer=tokenizer, model=model)
9
- return pipe(text)[0]['label']
10
-
11
- iface = gr.Interface(fn=greet, inputs=gr.inputs.Textbox(placeholder="Lütfen Cümle Giriniz...", lines=5), outputs="text")
12
- iface.launch()
 
 
 
 
 
 
1
  import gradio as gr
2
  from transformers import AutoModelForSequenceClassification, AutoTokenizer, pipeline
3
 
4
+ # Model ve tokenizer bir kere yükleniyor (performans için önemli)
5
  model = AutoModelForSequenceClassification.from_pretrained("savasy/bert-base-turkish-sentiment-cased")
6
  tokenizer = AutoTokenizer.from_pretrained("savasy/bert-base-turkish-sentiment-cased")
7
 
8
+ sentiment_pipe = pipeline("sentiment-analysis", tokenizer=tokenizer, model=model)
9
+
10
  def greet(text):
11
+ result = sentiment_pipe(text)[0]['label']
12
+ return result
13
+
14
+ iface = gr.Interface(
15
+ fn=greet,
16
+ inputs=gr.Textbox(placeholder="Lütfen Cümle Giriniz...", lines=5),
17
+ outputs=gr.Textbox(label="Duygu Analizi Sonucu")
18
+ )
19
+
20
+ iface.launch()