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@@ -9,28 +9,28 @@ license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICE
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  **Verus Vision** is a fine-tuned model designed for generating high-quality, realistic images. Built on the **Flux Dev (de-distill)** model with 12 billion parameters.
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  <hr>
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- <h1>Verus Vision 1.0b Model Training</h1>
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-
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- <h2>Stage 1: Data Preparation</h2>
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- <ul>
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- <li>[ β˜‘ ] Collect images for the dataset</li>
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- <li>[ β˜‘ ] Dataset editing (crop and resize)</li>
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- <li>[ β˜‘ ] Image captioning</li>
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- </ul>
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-
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- <h2>Stage 2: Model Training</h2>
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- <ul>
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- <li>[ β˜‘ ] Prepare dataset for model input</li>
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- <li>[ β˜‘ ] Model training (Main Dataset: Part 10 / Part 10)</li>
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- </ul>
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- <h2>Stage 3: Testing</h2>
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- <ul>
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- <li>[ β–Ά ] Model testing</li>
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- </ul>
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- <h2>Stage 4: Release</h2>
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- <ul>
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- <li>[ ☐ ] Release Transformer Version</li>
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- <li>[ ☐ ] Release Compact Version</li>
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- </ul>
 
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  **Verus Vision** is a fine-tuned model designed for generating high-quality, realistic images. Built on the **Flux Dev (de-distill)** model with 12 billion parameters.
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  <hr>
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+ # How to Use Transformer Version
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+
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+ **For ComfyUI:**
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+ * Place the **VAE** in the following path: **ComfyUI_windows_portable\ComfyUI\models\vae**
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+ * Place **Clip-L** and **T5XXL** in the following path: **ComfyUI_windows_portable\ComfyUI\models\clip**
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+ * Place the **Transformer** in the following path: **ComfyUI_windows_portable\ComfyUI\models\unet** or **ComfyUI_windows_portable\ComfyUI\models\diffusion_models**
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+
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+ <hr>
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+
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+ # Optimal Generation Settings
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+
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+ * Sampling Method and Schedule Type: Euler Beta
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+ * Sampling Steps: 25+
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+ * CFG Scale: 3.5
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+ > [!WARNING]
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+ > **Warning:** Do not use a negative prompt as it can lead to the generation of images with artifacts and distortions.
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+ <hr>
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+ # Limitations
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+ * This version of the model does not have a variety of styles and is intended for realism and photorealism.
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+ * There may be issues with anatomy and text.