import gradio as gr
from transformers import pipeline, AutoTokenizer, AutoModelForTokenClassification

tokenizer = AutoTokenizer.from_pretrained("funmidab/mbeukman-finetuned")
model = AutoModelForTokenClassification. from_pretrained ("funmidab/mbeukman-finetuned")
ner = pipeline ("ner", model=model, tokenizer=tokenizer, aggregation_strategy="max")
gr.Interface.from_pipeline(ner).launch()