Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
@@ -14,13 +14,16 @@ classifier = pipeline("text-classification", model="ICILS/xlm-r-icils-ilo", devi
|
|
14 |
# Define the prediction function
|
15 |
@spaces.GPU
|
16 |
def classify_text(text):
|
17 |
-
|
|
|
|
|
|
|
18 |
|
19 |
# Create the Gradio interface
|
20 |
demo = gr.Interface(
|
21 |
fn=classify_text,
|
22 |
inputs=gr.Textbox(lines=2, placeholder="Enter text here..."),
|
23 |
-
outputs=gr.
|
24 |
title="XLM-R ISCO classification with ZeroGPU",
|
25 |
description="Classify occupations using a pre-trained XLM-R-ISCO model on Hugging Face Spaces with ZeroGPU"
|
26 |
)
|
|
|
14 |
# Define the prediction function
|
15 |
@spaces.GPU
|
16 |
def classify_text(text):
|
17 |
+
result = classifier(text)[0]
|
18 |
+
label = result['label']
|
19 |
+
score = result['score']
|
20 |
+
return label, score
|
21 |
|
22 |
# Create the Gradio interface
|
23 |
demo = gr.Interface(
|
24 |
fn=classify_text,
|
25 |
inputs=gr.Textbox(lines=2, placeholder="Enter text here..."),
|
26 |
+
outputs=[gr.Textbox(label="Label"), gr.Number(label="Score")],
|
27 |
title="XLM-R ISCO classification with ZeroGPU",
|
28 |
description="Classify occupations using a pre-trained XLM-R-ISCO model on Hugging Face Spaces with ZeroGPU"
|
29 |
)
|