manu commited on
Commit
94b55f0
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1 Parent(s): ef183b3

Update app.py

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Files changed (1) hide show
  1. app.py +6 -2
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
@@ -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 = ColPali.from_pretrained("google/paligemma-3b-mix-448", torch_dtype=torch.bfloat16, device_map="cuda").eval()
 
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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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+
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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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