<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/dccd9e9b-eb68-4e87-8fb3-4a14afd4d217/width=525/dccd9e9b-eb68-4e87-8fb3-4a14afd4d217.jpeg" />So… you want to hear a story, eh? One about creation, ambition, and endless possibilities? Haha, well… have I got a story for you!Pandora is an all-purpose model built to handle a wide range of creative outputs. It aims to blend flexibility, efficiency, and prompt comprehension into a cohesive model.The model is composed of:<ul><li>Photographic Content (75%)</li><li>Artistic and Anime (25%)</li></ul>Key Capabilities<ul><li>Portraits and Characters</li><li>Anime and Digital Art</li><li>Macro and Detail Work</li><li>Painting and Conceptual Art</li></ul><hr /><h3 id="current-model-goals">Current Model Goals</h3><ul><li>Detailing and Realism: Enhancing overall detail, including skin textures, reflections, and lighting</li><li>Faces and Anatomy: Producing more realistic faces, chins, and accurate proportions</li><li>Art Styles: Supporting painting, digital art, and anime styles</li><li>Photographic Styles: Refining the ability to create photorealistic images with dynamic lighting and rich textures</li><li>Faster Generation: Performance optimizations and reduced generation time</li><li>Higher Resolution: Improving the ability to generate images with resolutions above 2MP</li><li>Negative Prompting (Pro Version): Enhancing negative prompting capabilities for more precise control (currently in progress and showing promising results)</li></ul><hr /><h3 id="known-issues">Known Issues</h3><ul><li>Anime Style: While improved, anime could still be better, it is recommended to pair the model with my Pandora | Anime and Digital Art LoRa</li><li>Painting Styles: Painting styles are coming in a future update</li></ul><h3 id="current-enhancements">Current Enhancements</h3><ul><li>Better Details: Enhanced textures and lighting across various styles</li><li>Photographic Style: Outstanding results with photorealistic images with better look and composition</li><li>Better Realism: Realistic scenes, faces, and settings have become more consistent and detailed</li><li>Improved Anime: Anime-style images are more polished compared to Flux-Dev or Schnell</li></ul><hr /><h3 id="available-versions">Available Versions</h3><ul><li>Dev Version: Focused on adaptability and versatility.</li><li>Pro Version: A more refined version built from the dedistilled version for enhanced performance, including negative prompting and other advanced features. Mainly the use of CFG or Classifier Free Guidance, giving it an edge over the Dev version and allowing negative prompting, but making it harder to master.</li></ul><hr /><h3 id="why-beta-testing-is-key">Why Beta Testing is Key</h3>Pandora is now in beta, meaning there is still room for growth and refinement. The goal is for it to become a well-rounded, flexible model that adapts to diverse creative needs, from realism and anime to conceptual storytelling.The pro version uses a Flux dedistilled core, but there is a distinctive dev and pro branches created for different needs. Feedback is crucial at this stage to shape it into the all-purpose model it’s meant to be.

Pandora | FLUX

The q4_KM version has some quality loss and is intended for low ram/vram set up (8gb of vram and 16gb of ram). It has a slightly slower generation time than FP8.It is also possible to run everything on your video card (the model+t5_xxl+clip_l+some loras) if you have at least 16gb of vram.Recommended Parameters<ul><li>Distilled Guidance: 2 to 3.5</li><li>Steps: 20 to 40</li><li>Sampler: DEIS (for stylized, artistic outputs) or DPM++ 2M (for realistic outputs)</li><li>Scheduler: Beta</li><li>Upscaler: NKMD Siax (1.25x) or Nomos8kSC (2x upscale)</li></ul>Note: This release does not include the t5_xxl, CLIP-L, or VAE files. You will need to download them separately for proper functionality:<ul><li>Text Decoders: <a target="_new" rel="ugc" href="https://huggingface.co/lllyasviel/flux_text_encoders/tree/main">t5_xxl and cli-l</a> (FP8 version recommended).</li><li>Recommended CLIP-L: <a target="_new" rel="ugc" href="https://huggingface.co/zer0int/CLIP-GmP-ViT-L-14/blob/main/ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors">CLIP-GmP-ViT-L-14</a>.</li><li>VAE: <a target="_new" rel="ugc" href="https://huggingface.co/black-forest-labs/FLUX.1-dev/tree/main">Black Forest Labs VAE</a> (ae.safetensors).</li></ul>

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