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  ---
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  license: other
 
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  tags:
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  - lora
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  - text-to-image
@@ -27,14 +28,13 @@ The flagship vision engine of the Neonaut Laboratory. Engineered for ultra-high-
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  - Precision: bfloat16
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  ## Usage Protocol
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- This is a proprietary Neonaut artifact. Use the following code for synthesis:
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  ```python
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  from diffusers import AutoPipelineForText2Image
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  import torch
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  # Define the authorized vision core base
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- # Replace with your local or authorized repository path
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  BASE_CORE = "neonaut-vision-base-v1"
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  pipe = AutoPipelineForText2Image.from_pretrained(BASE_CORE, torch_dtype=torch.bfloat16)
 
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  ---
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  license: other
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+ base_model: black-forest-labs/FLUX.1-dev
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  tags:
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  - lora
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  - text-to-image
 
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  - Precision: bfloat16
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  ## Usage Protocol
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+ This is a proprietary Neonaut artifact. Use the following structure for synthesis:
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  ```python
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  from diffusers import AutoPipelineForText2Image
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  import torch
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  # Define the authorized vision core base
 
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  BASE_CORE = "neonaut-vision-base-v1"
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  pipe = AutoPipelineForText2Image.from_pretrained(BASE_CORE, torch_dtype=torch.bfloat16)