File size: 546 Bytes
617d6e7
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
import gradio as gr
import torch
from transformers import AutoModelForSequenceClassification,AutoTokenizer,pipeline

model = AutoModelForSequenceClassification.from_pretrained('SeyedAli/Persian-Text-Sentiment-Bert-V1')
tokenizer = AutoTokenizer.from_pretrained('SeyedAli/Persian-Text-Sentiment-Bert-V1')

def Sentiment(text):
    pipline = pipeline(task="text-classification", model=model, tokenizer=tokenizer)
    output=pipline(text)
    return output

iface = gr.Interface(fn=Sentiment, inputs="text", outputs="text")
iface.launch(share=False)