Update app.py
Browse files
app.py
CHANGED
|
@@ -72,4 +72,26 @@ else:
|
|
| 72 |
description="Enter a sentence with a [MASK] token to see the model's prediction."
|
| 73 |
)
|
| 74 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 75 |
|
|
|
|
| 72 |
description="Enter a sentence with a [MASK] token to see the model's prediction."
|
| 73 |
)
|
| 74 |
|
| 75 |
+
# --- Step 4: Launch the Gradio App --- #
|
| 76 |
+
|
| 77 |
+
import gradio as gr
|
| 78 |
+
from transformers import pipeline
|
| 79 |
+
|
| 80 |
+
# Load a small, efficient model
|
| 81 |
+
generator = pipeline("text-generation", model="distilgpt2")
|
| 82 |
+
|
| 83 |
+
def generate_text(prompt):
|
| 84 |
+
result = generator(prompt, max_length=50, num_return_sequences=1)
|
| 85 |
+
return result[0]["generated_text"]
|
| 86 |
+
|
| 87 |
+
demo = gr.Interface(
|
| 88 |
+
fn=generate_text,
|
| 89 |
+
inputs="text",
|
| 90 |
+
outputs="text",
|
| 91 |
+
title="Simple LLM Demo",
|
| 92 |
+
description="A lightweight text generation app using DistilGPT2."
|
| 93 |
+
)
|
| 94 |
+
|
| 95 |
+
# Keep the app alive on Hugging Face Spaces
|
| 96 |
+
demo.launch(server_name="0.0.0.0", server_port=7860)
|
| 97 |
|