README.md

---
pipeline_tag: text-to-image
widget:
- text: >-
     score_9, score_8_up, score_7_up, score_6_up, score_5_up, score_4_up,  photorealistic, ocean, 
  output:
    url: ComfyUI_temp_dxhdq_00573_.png
- text: >-
     score_9, score_8_up, score_7_up, score_6_up, score_5_up, score_4_up, powerful aura, imposing, anime style, 1 guy, cast in shadow, red glowing eyes, manic smile
  output:
    url: ComfyUI_temp_bqhxr_00036_.png
- text: >-
     A dark, moody portrait of the holy mary juggling spheres, sacred geometry, dark background, golden ratio composition, hyper realistic, high resolution, photography, in the style of Roberto Ferri and Emil Melmoth 
  output:
    url: ComfyUI_temp_bqhxr_00022_.png
- text: >-
    score_9, score_8_up, score_7_up, score_6_up, score_5_up, score_4_up, Vegeta, iconic Saiyan prince from DBZ, (powerful stance:1.3), (muscle definition:1.2), in mid-battle roar, (Super Saiyan transformation:1.5), crackling aura of energy enveloping him, dynamic background showcasing a devastated battlefield reminiscent of Namek or Earth during epic confrontations; elements of Akira Toriyama's signature art style blended seamlessly with high saturation and bold lines to capture the intensity and raw power synonymous with Dragon Ball Z; dramatic lighting casting strong shadows to enhance Vegeta's chiseled features and battle torn armor; camera angle low and looking up to emphasize his dominance and unyielding spirit. 
  output:
    url: ComfyUI_temp_bqhxr_00052_.png
- text: >-
    tiger
  output:
    url: tiger.png
- text: >-
    The image features an older man, a long white beard and mustache,  He has a stern expression, giving the impression of a wise and experienced individual. The mans beard and mustache are prominent, adding to his distinguished appearance. The close-up shot of the mans face emphasizes his facial features and the intensity of his gaze.
  output:
    url: oldman.png
license: gpl-3.0
---

<Gallery />


## Introducing Proteus-RunDiffusion: A New Era in Artistic AI

Proteus-RunDiffusion marks a paradigm shift in AI artistry, introducing a radically reimagined CLIP architecture that draws inspiration from the groundbreaking Pony Diffusion v6 XL CLIP. Our team has completely reworked the CLIP model, developing a proprietary retraining process that preserves character recognition, enhances NLP understanding, and unlocks the full potential of AI-generated art. While Pony's CLIP laid the foundation, Proteus-RunDiffusion takes it to new heights, offering artists an unparalleled tool for creating stunning artwork across a wide range of styles with exceptional accuracy and fidelity. By revolutionizing the CLIP architecture, Proteus-RunDiffusion achieves a style-unlocking effect that empowers users to explore uncharted creative territories while maintaining compatibility with SDXL models and respecting intellectual property rights. With its seamless Pony tagging comprehension and optimized settings, Proteus-RunDiffusion redefines the landscape of AI artistry, inviting creators to push the boundaries of what is possible and bring their most ambitious visions to life.


key acheivement: 
-
The thorough redesign and complete retraining of CLIP has resulted in an innovative phenomenon termed "style unlocking". This enhancement enables SDXL-based models to transcend stylistic constraints. For instance, applying it to a model previously confined to anime generation now permits the creation of high-fidelity photorealistic images, among other capabilities. applying this to a anime only model allows it to generate high fiedelity photorealism and so on.  

## Optimal Creative Settings

CLIP Settings: 
Recommended settings include a CLIP of -2 and the strategic use of light negatives to unleash the full artistic potential of Proteus-RunDiffusion .

Tagging Versatility: 
The model supports the Pony tagging format and encourages experimentation. Users can explore tags like score_9, score_8_up, etc., or freely describe their creative vision.

Backward Compatibility:
Proteus-RunDiffusion’s adaptation of the Pony CLIP architecture guarantees backward compatibility with all SDXL models, offering a seamless and flexible creative experience.

## Legal Disclaimer and Methodology

Innovative Retraining Approach
Proteus-RunDiffusionrepresents a cutting-edge development in AI-driven artistic creation. It is crucial to note that this model leverages a completely reworked and retrained version of Pony's CLIP model, achieved through a unique and undisclosed method developed specifically for this project. This retraining process is designed to enhance compatibility with all SDXL models, ensuring a broad and flexible application.

Distinct from Pony's Unet
For legal and ethical considerations, it is important to clarify that ProteusV0.4-RunDiffusion does not incorporate any Unet components originally developed by Pony. Our model’s innovative capabilities and improvements are the result of proprietary advancements and do not infringe upon Pony’s original Unet architecture.

Commitment to Legal Compliance
The development and release of Proteus-RunDiffusion  are grounded in a firm commitment to legal compliance and respect for intellectual property rights. The unique methodology employed for the retraining and adaptation of the CLIP model underlines our dedication to innovation while navigating the complexities of copyright and patent laws.

This disclaimer serves to transparently communicate the ethical standards and legal considerations that guide the creation and distribution of Proteus-RunDiffusion, underscoring our commitment to contributing positively to the field of AI and artistic creation.