app.py

from transformers import pipeline

import gradio as gr

ner_pipeline = pipeline("ner", model="dl-ru/rubert-tiny2-srl")

examples = [
    "Мне всё нрав",
]

def ner(text):
    output = ner_pipeline(text)
    return {"text": text, "entities": output}    

demo = gr.Interface(ner,
             gr.Textbox(placeholder="Введите предложение ..."), 
             gr.HighlightedText(),
             examples=examples)

demo.launch()