Matt C commited on
Commit
bf79d0d
1 Parent(s): 632c54c
Files changed (2) hide show
  1. app.py +6 -3
  2. requirements.txt +2 -1
app.py CHANGED
@@ -1,7 +1,7 @@
1
  import streamlit as st
2
- from transformers import AutoTokenizer, AutoModelForSequenceClassification
3
  import torch
4
-
 
5
 
6
  txt = st.text_area('Text to analyze', '''
7
  It was the best of times, it was the worst of times, it was
@@ -19,4 +19,7 @@ model = AutoModelForSequenceClassification.from_pretrained("s-nlp/roberta_toxici
19
  batch = tokenizer.encode('txt', return_tensors='pt')
20
 
21
  # inference
22
- model(batch)
 
 
 
 
1
  import streamlit as st
 
2
  import torch
3
+ import plotly.express as px
4
+ from transformers import AutoTokenizer, AutoModelForSequenceClassification
5
 
6
  txt = st.text_area('Text to analyze', '''
7
  It was the best of times, it was the worst of times, it was
 
19
  batch = tokenizer.encode('txt', return_tensors='pt')
20
 
21
  # inference
22
+ result = model(batch)
23
+
24
+ fig = px.bar(result, x="", y="", orientation='h')
25
+ fig.show()
requirements.txt CHANGED
@@ -1,2 +1,3 @@
1
  transformers
2
- torch
 
 
1
  transformers
2
+ torch
3
+ plotly