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@@ -51,3 +51,12 @@ The following hyperparameters were used during training:
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  - Pytorch 2.5.1+cu124
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  - Datasets 3.1.0
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  - Tokenizers 0.20.3
 
 
 
 
 
 
 
 
 
 
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  - Pytorch 2.5.1+cu124
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  - Datasets 3.1.0
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  - Tokenizers 0.20.3
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+
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+ ### USAGE
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+ #Load your fine-tuned ColPali
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+
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+ model = ColQwen2.from_pretrained(
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+ 'malya7/toxic_pandas',
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+ torch_dtype=torch.bfloat16,
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+ device_map=device,
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+ )