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Update app.py
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app.py
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@@ -1,4 +1,13 @@
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# Load the pre-trained model and tokenizer
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model = AutoModel.from_pretrained("Alibaba-NLP/gte-multilingual-base", trust_remote_code=True)
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tokenizer = AutoTokenizer.from_pretrained("Alibaba-NLP/gte-multilingual-base", trust_remote_code=True)
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@@ -32,3 +41,4 @@ iface = gr.Interface(
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# Launch the Gradio interface
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iface.launch()
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# Import the necessary libraries
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from transformers import AutoModel, AutoTokenizer
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import torch
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from torch.utils.data import DataLoader, Dataset
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from sklearn.model_selection import train_test_split
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from google.colab import files
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import pandas as pd
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import gradio as gr
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# Load the pre-trained model and tokenizer
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model = AutoModel.from_pretrained("Alibaba-NLP/gte-multilingual-base", trust_remote_code=True)
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tokenizer = AutoTokenizer.from_pretrained("Alibaba-NLP/gte-multilingual-base", trust_remote_code=True)
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# Launch the Gradio interface
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iface.launch()
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