Create app.py

app.py

@@ -0,0 +1,25 @@
+import gradio as gr
+from transformers import pipeline
+
+fill_mask=pipeline("fill-mask", model="blinoff/roberta-base-russian-v0")
+
+def predict_mask (sentence):
+  result=fill_mask(sentence,top_k=3)
+  outputs=[f"{r['token_str']},{round(r['score'],3)}" for r in result]
+  return '\n'.join(outputs)
+
+def predict_mask1(sentence):
+  result=fill_mask(sentence,top_k=3)
+  token=[f"{r['token_str']}"for r in result]
+  score=[f"{round(r['score'],3)}" for r in result]
+  return token,score
+
+demo=gr.Interface(
+    fn=predict_mask,
+    inputs=gr.Textbox(label='Текст',placeholder='Москва - <mask> России'),
+    outputs=gr.Textbox(label='Вариант заполнения'),
+    title='Ввод предложений',
+    description='Вводи предложение с маской',
+    token=[f"r['token_str']"]
+)
+demo.launch(debug=True)