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import gradio as gr | |
from xlm_emo.classifier import EmotionClassifier | |
io1 = 'huggingface/MilaNLProc/xlm-emo-t' | |
def emotionClassifier(text): | |
ec = EmotionClassifier() | |
translation = ec.predict([text]) | |
res=translation[0] | |
return res | |
''' | |
from transformers import AutoTokenizer, AutoModelForSequenceClassification | |
tokenizer = AutoTokenizer.from_pretrained("MilaNLProc/xlm-emo-t") | |
model = AutoModelForSequenceClassification.from_pretrained("MilaNLProc/xlm-emo-t") | |
''' | |
inputs = gr.inputs.Textbox(label="Text") | |
outpts=gr.outputs.Textbox(label="Output") | |
#gr.Interface(emotionClassifier, inputs=inputs,outputs=outpts, title='Emotions Analyser',theme='peach').launch() | |
gr.Interface.load(io1, inputs=inputs, title="Emotions Analyser",theme='peach').launch(enable_queue=True) | |