Gregoryjr commited on
Commit
0934d02
·
unverified ·
1 Parent(s): b68d098

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +2 -14
app.py CHANGED
@@ -1,32 +1,20 @@
1
  import streamlit as st
2
  from transformers import pipeline
 
3
  st.title("Milestone #2 v2")
4
  text = st.text_input("write a statement")
5
- import streamlit as st
6
 
7
  options = ["zero-shot-classification", "cardiffnlp/twitter-roberta-base-offensive", "nill3"]
8
  model = st.selectbox("Select an option", options)
9
 
10
- ##model = st.write("You selected:", selected_option)
11
-
12
  con = st.button("submit")
13
  if con:
14
  if model == "zero-shot-classification":
15
  classifier = pipeline(model)
16
- res = classifier(text, candidate_labels= ["offensive"],)
17
- print(res)
18
  st.write(res)
19
 
20
  if model == "cardiffnlp/twitter-roberta-base-offensive":
21
-
22
-
23
  classifier = pipeline('text-classification', model='cardiffnlp/twitter-roberta-base-offensive', tokenizer='cardiffnlp/twitter-roberta-base-offensive')
24
-
25
-
26
  result = classifier(text)
27
-
28
-
29
  st.write(f"Score: {result[0]['score']*100:.2f}% confidence")
30
-
31
-
32
-
 
1
  import streamlit as st
2
  from transformers import pipeline
3
+
4
  st.title("Milestone #2 v2")
5
  text = st.text_input("write a statement")
 
6
 
7
  options = ["zero-shot-classification", "cardiffnlp/twitter-roberta-base-offensive", "nill3"]
8
  model = st.selectbox("Select an option", options)
9
 
 
 
10
  con = st.button("submit")
11
  if con:
12
  if model == "zero-shot-classification":
13
  classifier = pipeline(model)
14
+ res = classifier(text, candidate_labels=["offensive"])
 
15
  st.write(res)
16
 
17
  if model == "cardiffnlp/twitter-roberta-base-offensive":
 
 
18
  classifier = pipeline('text-classification', model='cardiffnlp/twitter-roberta-base-offensive', tokenizer='cardiffnlp/twitter-roberta-base-offensive')
 
 
19
  result = classifier(text)
 
 
20
  st.write(f"Score: {result[0]['score']*100:.2f}% confidence")