Update app.py
Browse files
app.py
CHANGED
@@ -1,23 +1,25 @@
|
|
1 |
import gradio as gr
|
2 |
from transformers import pipeline
|
3 |
|
4 |
-
|
5 |
-
|
6 |
-
pipe = pipeline(task='text-generation', model=used_model)
|
7 |
|
8 |
def generate_alternatives(text):
|
9 |
-
items =
|
10 |
texts = []
|
11 |
for item in items:
|
12 |
texts.append(str(items.index(item) + 1) + '. ' + item['generated_text'])
|
13 |
-
|
|
|
14 |
return '\n'.join(texts)
|
15 |
|
16 |
-
|
17 |
-
|
18 |
-
|
19 |
-
|
|
|
|
|
|
|
|
|
|
|
20 |
)
|
21 |
-
|
22 |
-
if __name__ == "__main__":
|
23 |
-
gradio_app.launch()
|
|
|
1 |
import gradio as gr
|
2 |
from transformers import pipeline
|
3 |
|
4 |
+
pipeline = pipeline(task='text-generation', model='openai-community/gpt2')
|
|
|
|
|
5 |
|
6 |
def generate_alternatives(text):
|
7 |
+
items = pipeline(text, max_length=150, num_return_sequences=2)
|
8 |
texts = []
|
9 |
for item in items:
|
10 |
texts.append(str(items.index(item) + 1) + '. ' + item['generated_text'])
|
11 |
+
# separator
|
12 |
+
texts.append(str('') + 15 * '-')
|
13 |
return '\n'.join(texts)
|
14 |
|
15 |
+
# Gradio UI
|
16 |
+
examples=[['Today I got out of bed and went to school']]
|
17 |
+
ui = gr.Interface(
|
18 |
+
generate_alternatives,
|
19 |
+
inputs="text",
|
20 |
+
outputs="text",
|
21 |
+
title="GPT-2 Test - Zircon.tech",
|
22 |
+
description="Enter some text to let GPT-2 give enhanced version of it!",
|
23 |
+
examples=examples
|
24 |
)
|
25 |
+
ui.launch(debug=True)
|
|
|
|