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# app.py
import gradio as gr
from transformers import AutoTokenizer, AutoModel
import torch
model_name = "BM-K/KoSimCSE-roberta"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModel.from_pretrained(model_name)
def embed(text):
inputs = tokenizer(text, return_tensors="pt", truncation=True, padding=True)
with torch.no_grad():
outputs = model(**inputs)
embeddings = outputs.last_hidden_state[:, 0]
return embeddings.tolist()
iface = gr.Interface(fn=embed, inputs="text", outputs="text")
iface.launch()
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