savan360 commited on
Commit
80a9adc
·
verified ·
1 Parent(s): 6cfcab3

Create app.py

Browse files
Files changed (1) hide show
  1. app.py +22 -0
app.py ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import pipeline
3
+
4
+ # Create a text-generation pipeline using GPT-2
5
+ generator = pipeline('text-generation', model='gpt2')
6
+
7
+ def generate_text(prompt):
8
+ # Generate text with a maximum length of 50 tokens
9
+ generated = generator(prompt, max_length=50, num_return_sequences=1)
10
+ return generated[0]['generated_text']
11
+
12
+ # Create a Gradio interface with one text input and one text output
13
+ iface = gr.Interface(
14
+ fn=generate_text,
15
+ inputs="text",
16
+ outputs="text",
17
+ title="Simple LLM with Hugging Face & Gradio",
18
+ description="Enter a prompt and get text generated by a basic GPT-2 model."
19
+ )
20
+
21
+ # Launch the interface
22
+ iface.launch()