Spaces:
Runtime error
Runtime error
Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
import subprocess
|
| 3 |
+
import os
|
| 4 |
+
|
| 5 |
+
def run_self_lengthen(model_path, instruct_count, max_iter):
|
| 6 |
+
# Set environment variables
|
| 7 |
+
os.environ["MODEL_PATH"] = model_path
|
| 8 |
+
os.environ["INSTRUCT_COUNT"] = str(instruct_count)
|
| 9 |
+
os.environ["MAX_ITER"] = str(max_iter)
|
| 10 |
+
|
| 11 |
+
# Run the self-lengthen process
|
| 12 |
+
try:
|
| 13 |
+
subprocess.run(["/app/start.sh"], check=True)
|
| 14 |
+
return "Training completed successfully! Check the results in the output directory."
|
| 15 |
+
except subprocess.CalledProcessError as e:
|
| 16 |
+
return f"Error during training: {str(e)}"
|
| 17 |
+
|
| 18 |
+
# Create Gradio interface
|
| 19 |
+
iface = gr.Interface(
|
| 20 |
+
fn=run_self_lengthen,
|
| 21 |
+
inputs=[
|
| 22 |
+
gr.Textbox(label="Model Path", value="models/base_model"),
|
| 23 |
+
gr.Number(label="Instruction Count", value=5000, minimum=100),
|
| 24 |
+
gr.Number(label="Max Iterations", value=3, minimum=1)
|
| 25 |
+
],
|
| 26 |
+
outputs=gr.Textbox(label="Status"),
|
| 27 |
+
title="Self-Lengthen Training Interface",
|
| 28 |
+
description="Train language models to generate longer texts using the Self-Lengthen approach."
|
| 29 |
+
)
|
| 30 |
+
|
| 31 |
+
iface.launch(server_name="0.0.0.0", server_port=7860)
|