arjunanand13 commited on
Commit
3f00000
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verified ·
1 Parent(s): 59def99

Update app.py

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Files changed (1) hide show
  1. app.py +6 -1
app.py CHANGED
@@ -11,7 +11,12 @@ USE_LORA = False
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  USE_QLORA = True
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  processor = AutoProcessor.from_pretrained("HuggingFaceM4/idefics2-8b", do_image_splitting=False)
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- model = Idefics2ForConditionalGeneration.from_pretrained("HuggingFaceM4/idefics2-8b")
 
 
 
 
 
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  # if USE_QLORA or USE_LORA:
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  # lora_config = LoraConfig(
 
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  USE_QLORA = True
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  processor = AutoProcessor.from_pretrained("HuggingFaceM4/idefics2-8b", do_image_splitting=False)
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+ bnb_config = BitsAndBytesConfig(
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+ load_in_4bit=True,
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+ bnb_4bit_quant_type="nf4",
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+ bnb_4bit_compute_dtype=torch.float16
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+ )
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+ model = Idefics2ForConditionalGeneration.from_pretrained("HuggingFaceM4/idefics2-8b",quantization_config=bnb_config)
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  # if USE_QLORA or USE_LORA:
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  # lora_config = LoraConfig(