Update README.md

README.md

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----
-license: apache-2.0
----
+---
+license: apache-2.0
+tags:
+- Flux
+- FluxPipeline
+- text-to-image
+- flux dev
+- flux de-distilled
+- image-generation
+- flux-diffusers
+- diffusers
+- photo
+- realism
+pipeline_tag: text-to-image
+library_name: diffusers
+emoji: 🔜
+language:
+- en
+base_model:
+- black-forest-labs/FLUX.1-dev
+
+---
+
+**THIS MODEL WAS CREATED BY [SG161222 (aka "Evgeny")](https://huggingface.co/SG161222), the famed sole creator of milestone RealisticVision (on SD1.x) & RealVisXL (on SDXL) models.**  
+With those earlier series of fine-tuned modified base models, trained under severe resource limitations on consumer-level hardware, SG161222 had more than once revolutionized the photorealistic potentialities of open source text2image, single-handedly extending the horizons of the possible, raising the standards of the typical, and rendering far more accessible a lifelike quality once all-but elusive or restricted to arcane and unreliable recipes. 
+With this fresh series of models, created over the foundation of a de-destilled Flux.1 (and with a parallel S.D.3.5-based series now brewing), is SG161222 set to impact the generative sphere yet again, but at a more advanced technical baseline?
+
+
+# Verus Vision — Model for Realistic Image Generation
+
+![Verus Vision](image.png)
+
+# Overview
+
+**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.
+
+> ### You can support the creator, SD161222,  directly on their <a href="https://boosty.to/sg_161222" style="color: #F15F2C"><b>Boosty</b></a>
+
+<strong>Check out on the creator's exclusive models on Mage: </strong><a href="https://www.mage.space/play/4371756b27bf52e7a1146dc6fe2d969c" rel="noopener noreferrer nofollow"><strong>ParagonXL</strong></a><strong> / </strong><a href="https://www.mage.space/play/df67a9f27f19629a98cb0fb619d1949a" rel="noopener noreferrer nofollow"><strong>NovaXL</strong></a><strong> / </strong><a href="https://www.mage.space/play/d8db06ae964310acb4e090eec03984df" rel="noopener noreferrer nofollow"><strong>NovaXL Lightning</strong></a><strong> / </strong><a href="https://www.mage.space/play/541da1e10976ab82976a5cacc770a413" rel="noopener noreferrer nofollow"><strong>NovaXL V2</strong></a><strong> / </strong><a href="https://www.mage.space/play/a56d2680c464ef25b8c66df126b3f706" rel="noopener noreferrer nofollow"><strong>NovaXL Pony</strong></a><strong> / </strong><a href="https://www.mage.space/play/b0ab6733c3be2408c93523d57a605371" rel="noopener noreferrer nofollow"><strong>NovaXL Pony Lightning</strong></a><strong> / </strong><a href="https://www.mage.space/play/e3b01cd493ed86ed8e4708751b1c9165" rel="noopener noreferrer nofollow"><strong>RealDreamXL</strong></a><strong> / </strong><a href="https://www.mage.space/play/ef062fc389c3f8723002428290c1158c" rel="noopener noreferrer nofollow"><strong>RealDreamXL Lightning</strong></a></p>
+
+<hr>
+
+# How to Use Transformer Version
+
+<hr>
+# Optimal Generation Settings
+* Sampling Method and Schedule Type: Euler Beta
+* Sampling Steps: 25+
+* CFG Scale: 3.5
+ 
+> [!CREATOR'S WARNING]
+> **Warning:**  Do not use a negative prompt as it can lead to the generation of images with artifacts and distortions.
+<hr>
+# Limitations
+* This version of the model does not have a variety of styles and is intended for realism and photorealism.
+* There may be issues with anatomy and text.
+