jiaop24 commited on
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3535b0a
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1 Parent(s): f91fc3d

Create app.py

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  1. app.py +20 -0
app.py ADDED
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+ import streamlit as st
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+ from transformers import AutoModel, AutoTokenizer
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+ import torch
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+
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+ model_name = "your-model-name-here"
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+ model = AutoModel.from_pretrained(model_name)
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+
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+ st.title("Multimodal Model Demo")
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+
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+ text_input = st.text_input("Enter text prompt (optional)")
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+ image_input = st.file_uploader("Upload image (optional)", type=["jpg", "jpeg", "png"])
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+
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+ if text_input or image_input:
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+ inputs = tokenizer(text_input, image_input, return_tensors="pt", padding=True)
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+ outputs = model(**inputs)
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+ output_text = tokenizer.decode(outputs.logits[0], skip_special_tokens=True)
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+
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+ st.write("Output:")
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+ st.write(output_text)