Spaces:
Sleeping
Sleeping
ayoni02
commited on
Commit
·
7db39be
1
Parent(s):
823c495
damnit
Browse files- app.py +22 -0
- requirements.txt +4 -0
app.py
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from transformers import pipeline
|
| 2 |
+
import streamlit as st
|
| 3 |
+
#from functions import classify
|
| 4 |
+
|
| 5 |
+
st.write("welcome")
|
| 6 |
+
classifier = pipeline("zero-shot-classification", model="facebook/bart-large-mnli")
|
| 7 |
+
#res = classify("i am a good boy")
|
| 8 |
+
#st.write(res)
|
| 9 |
+
|
| 10 |
+
|
| 11 |
+
def main():
|
| 12 |
+
text = st.text_input("Enter the text to classify: ") #input("Enter the text to classify: ")
|
| 13 |
+
labels = ["POSITIVE", "NEGATIVE", "NEUTRAL"]
|
| 14 |
+
if text:
|
| 15 |
+
results = classifier(text, labels)
|
| 16 |
+
st.write(results['sequence'])
|
| 17 |
+
st.write(results['labels'])
|
| 18 |
+
st.write(results['scores'])
|
| 19 |
+
else:
|
| 20 |
+
st.write("Please enter some text to classify")
|
| 21 |
+
|
| 22 |
+
main()
|
requirements.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
pip
|
| 2 |
+
transformers
|
| 3 |
+
streamlit
|
| 4 |
+
torch
|