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import gradio as gr | |
from transformers import pipeline | |
# Use a lighter model: distilgpt2 | |
generator = pipeline("text-generation", model="distilgpt2") | |
def generate_completion(prompt): | |
outputs = generator( | |
prompt, | |
max_length=50, | |
do_sample=True, | |
temperature=1.1, # slightly higher for more randomness | |
top_k=50, | |
top_p=0.95 | |
) | |
generated_text = outputs[0]['generated_text'] | |
# Remove the original prompt from the returned completion | |
return generated_text[len(prompt):].strip() | |
iface = gr.Interface( | |
fn=generate_completion, | |
inputs=gr.Textbox(lines=1, placeholder="Enter your text here..."), | |
outputs="text" | |
) | |
iface.launch() | |