Update app.py

app.py

@@ -1,6 +1,13 @@
+import torch
 import streamlit as st
 from transformers import pipeline, AutoTokenizer,AutoModelForTokenClassification
 
+tokenizer=AutoTokenizer.from_pretrained("KoichiYasuoka/bert-base-japanese-upos")
+model=AutoModelForTokenClassification.from_pretrained("KoichiYasuoka/bert-base-japanese-upos")
+s="国境の長いトンネルを抜けると雪国であった。"
+p=[model.config.id2label[q] for q in torch.argmax(model(tokenizer.encode(s,return_tensors="pt"))["logits"],dim=2)[0].tolist()[1:-1]]
+print(list(zip(s,p)))
+
 classifier = pipeline("token-classification", model="KoichiYasuoka/bert-base-japanese-upos")
 def main():
     st.title("POS-tagging for Japanese texts")