wangli
commited on
Commit
•
308351b
1
Parent(s):
c05a272
feat: init
Browse files- .gitignore +1 -0
- app.py +15 -0
- requirements.txt +2 -0
.gitignore
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
.idea/
|
app.py
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
from transformers import pipeline
|
3 |
+
|
4 |
+
pipeline = pipeline(task="text-classification", model="distilbert-base-uncased-finetuned-sst-2-english")
|
5 |
+
|
6 |
+
def predict(text):
|
7 |
+
predictions = pipeline(text)
|
8 |
+
return {p["label"]: p["score"] for p in predictions}
|
9 |
+
|
10 |
+
gr.Interface(
|
11 |
+
predict,
|
12 |
+
inputs="text",
|
13 |
+
outputs=gr.outputs.Label(num_top_classes=5),
|
14 |
+
title="Text Classification",
|
15 |
+
).launch()
|
requirements.txt
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
transformers
|
2 |
+
torch
|