Commit
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1e2ba49
1
Parent(s):
a2851d4
Update app.py
Browse files
app.py
CHANGED
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@@ -3,18 +3,13 @@ from transformers import AutoProcessor, Blip2ForConditionalGeneration
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import torch
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from PIL import Image
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# Load the BLIP-2 model and processor
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# Load the BLIP-2 model and processor without int8 quantization
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processor = AutoProcessor.from_pretrained("Salesforce/blip2-opt-2.7b")
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model = Blip2ForConditionalGeneration.from_pretrained("Salesforce/blip2-opt-2.7b").to(device)
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# Set device to GPU if available
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device = "cuda" if torch.cuda.is_available() else "cpu"
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def blip2_interface(image, prompted_caption_text, vqa_question, chat_context):
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# Prepare image input
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image_input = Image.fromarray(image).convert('RGB')
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import torch
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from PIL import Image
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# Set device to GPU if available
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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# Load the BLIP-2 model and processor
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processor = AutoProcessor.from_pretrained("Salesforce/blip2-opt-2.7b")
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model = Blip2ForConditionalGeneration.from_pretrained("Salesforce/blip2-opt-2.7b").to(device)
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def blip2_interface(image, prompted_caption_text, vqa_question, chat_context):
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# Prepare image input
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image_input = Image.fromarray(image).convert('RGB')
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