Spaces:
Runtime error
Runtime error
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
from utils import load_leaderboard, update_leaderboard
|
3 |
+
from evaluate import evaluate_model
|
4 |
+
|
5 |
+
def show_leaderboard():
|
6 |
+
data = load_leaderboard()
|
7 |
+
if not data:
|
8 |
+
return "No models evaluated yet."
|
9 |
+
return "\n".join([f"{i+1}. {entry['model']} - {entry['score']:.4f}" for i, entry in enumerate(data)])
|
10 |
+
|
11 |
+
def submit_model(model_name):
|
12 |
+
score = evaluate_model(model_name)
|
13 |
+
if score is None:
|
14 |
+
return "Failed to load or evaluate model."
|
15 |
+
update_leaderboard(model_name, score)
|
16 |
+
return f"Model evaluated with score: {score:.4f}"
|
17 |
+
|
18 |
+
with gr.Blocks() as demo:
|
19 |
+
gr.Markdown("# 🏆 Persian Embedding Leaderboard")
|
20 |
+
|
21 |
+
with gr.Tab("Leaderboard"):
|
22 |
+
leaderboard_display = gr.Textbox(label="Leaderboard", lines=20)
|
23 |
+
btn_refresh = gr.Button("Refresh")
|
24 |
+
btn_refresh.click(fn=show_leaderboard, outputs=leaderboard_display)
|
25 |
+
|
26 |
+
with gr.Tab("Submit Model"):
|
27 |
+
model_input = gr.Textbox(label="Hugging Face Model ID", placeholder="e.g., HooshvareLab/bert-fa-base-uncased")
|
28 |
+
submit_btn = gr.Button("Submit for Evaluation")
|
29 |
+
result_output = gr.Textbox(label="Result")
|
30 |
+
submit_btn.click(fn=submit_model, inputs=model_input, outputs=result_output)
|
31 |
+
|
32 |
+
demo.launch()
|