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Update app.py
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app.py
CHANGED
@@ -1,3 +1,5 @@
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import gradio as gr
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from pdf2image import convert_from_path
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@@ -6,6 +8,7 @@ from PIL import Image
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from torch.utils.data import DataLoader
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from tqdm import tqdm
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from transformers import AutoProcessor
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from custom_colbert.models.paligemma_colbert_architecture import ColPali
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from custom_colbert.trainer.retrieval_evaluator import CustomEvaluator
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@@ -87,9 +90,10 @@ def index(file):
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COLORS = ['#4285f4', '#db4437', '#f4b400', '#0f9d58', '#e48ef1']
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# Load model
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model_name = "coldoc/colpali-3b-mix-448"
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model.load_adapter(model_name)
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processor = AutoProcessor.from_pretrained(model_name)
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device = model.device
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mock_image = Image.new("RGB", (448, 448), (255, 255, 255))
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import os
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import gradio as gr
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from pdf2image import convert_from_path
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from torch.utils.data import DataLoader
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from tqdm import tqdm
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from transformers import AutoProcessor
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imoort os
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from custom_colbert.models.paligemma_colbert_architecture import ColPali
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from custom_colbert.trainer.retrieval_evaluator import CustomEvaluator
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COLORS = ['#4285f4', '#db4437', '#f4b400', '#0f9d58', '#e48ef1']
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# Load model
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model_name = "coldoc/colpali-3b-mix-448"
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token = os.environ.get("HF_TOKEN")
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model = ColPali.from_pretrained("google/paligemma-3b-mix-448", torch_dtype=torch.bfloat16, device_map="cuda", token=token).eval()
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model.load_adapter(model_name)
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processor = AutoProcessor.from_pretrained(model_name, token=token)
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device = model.device
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mock_image = Image.new("RGB", (448, 448), (255, 255, 255))
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