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Runtime error
Update app.py
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app.py
CHANGED
@@ -14,7 +14,7 @@ from transformers import AutoProcessor, Blip2ForConditionalGeneration
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DESCRIPTION = "# [BLIP-2](https://github.com/salesforce/LAVIS/tree/main/projects/blip2)"
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if not torch.cuda.is_available():
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DESCRIPTION += "\n<p>Running on CPU
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device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
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@@ -22,15 +22,12 @@ MODEL_ID_OPT_6_7B = "Salesforce/blip2-opt-6.7b"
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MODEL_ID_FLAN_T5_XXL = "Salesforce/blip2-flan-t5-xxl"
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MODEL_ID = os.getenv("MODEL_ID", MODEL_ID_FLAN_T5_XXL)
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processor = None
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model = None
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@spaces.GPU
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def generate_caption(
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image: PIL.Image.Image,
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decoding_method: str,
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@@ -54,7 +51,7 @@ def generate_caption(
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return result
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def answer_question(
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image: PIL.Image.Image,
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text: str,
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DESCRIPTION = "# [BLIP-2](https://github.com/salesforce/LAVIS/tree/main/projects/blip2)"
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if not torch.cuda.is_available():
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DESCRIPTION += "\n<p>Running on CPU, might be slow.</p>"
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device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
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MODEL_ID_FLAN_T5_XXL = "Salesforce/blip2-flan-t5-xxl"
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MODEL_ID = os.getenv("MODEL_ID", MODEL_ID_FLAN_T5_XXL)
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processor = AutoProcessor.from_pretrained(MODEL_ID)
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model = Blip2ForConditionalGeneration.from_pretrained(MODEL_ID, device_map="auto", load_in_8bit=True)
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def generate_caption(
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image: PIL.Image.Image,
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decoding_method: str,
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return result
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def answer_question(
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image: PIL.Image.Image,
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text: str,
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