app.py

from transformers import AutoTokenizer
import gradio as gr
import transformers
import torch

model = "tiiuae/falcon-rw-1b"

tokenizer = AutoTokenizer.from_pretrained(model)
pipeline = transformers.pipeline(
    "text-generation",
    model=model,
    tokenizer=tokenizer,
    torch_dtype=torch.bfloat16,
    trust_remote_code=True,
    device_map="auto",
)

gr.Interface.from_pipeline(pipeline).launch()