FirstSpace / app.py
AminFaraji's picture
Update app.py
18207b4 verified
raw
history blame
545 Bytes
import gradio as gr
from transformers import AutoModelForCausalLM, AutoTokenizer
# Load the model and tokenizer
tokenizer = AutoTokenizer.from_pretrained("gpt2")
model = AutoModelForCausalLM.from_pretrained("gpt2")
def generate_response(input_text):
inputs = tokenizer(input_text, return_tensors="pt")
outputs = model.generate(inputs.input_ids, max_length=50)
response = tokenizer.decode(outputs[0], skip_special_tokens=True)
return response
iface = gr.Interface(fn=generate_response, inputs="text", outputs="text")
iface.launch()