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license: creativeml-openrail-m |
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language: |
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- en |
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pipeline_tag: text-to-image |
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tags: |
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- stable-diffusion |
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- text-to-image |
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- di.ffusion.ai |
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- art |
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- base model |
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library_name: diffusers |
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widget: |
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- text: >- |
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a sprinkled donut sitting on top of a table, blender donut tutorial, |
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colorful hyperrealism, everything is made of candy, hyperrealistic digital |
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painting, covered in sprinkles and crumbs, vibrant colors hyper realism, |
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colorful smoke explosion background |
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example_title: Donut Fusion |
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- text: >- |
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a cup of coffee with a tree in it, surreal art, awesome great composition, |
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surrealism!!!!, cafe in the clouds, perfectly realistic yet surreal, surreal |
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realistic, floating trees, amazing composition, dream scenery art, whimsical |
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surrealism, surreal composition, trending artistic art, surrealism art, |
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surreal scene, surrealistic painting, surreal style, surreal illustration, |
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dreamlike surrealism colorful smoke and fire coming out of it,explosion of |
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data fragments,exploding background,realistic explosion,3d digital art |
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4k,fire and explosion,explosion,background explosion,cinema 4 d |
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art,shattering,beeple. hyperrealism,explosion background,rendered in cinema |
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4 d,rendered in cinema4d,explosive background, |
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example_title: Coffee Fusion |
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- text: >- |
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brightly colored headphones with a splash of paint and music notes, vibing |
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to music, artistic illustration, stunning artwork, music is life, beautiful |
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digital artwork, headphones on, listening to music, music poster, |
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synesthesia, music in the air, listening to godly music, style hybrid mix of |
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beeple, headphones, digital artwork 4 k, side profile artwork, no humans, |
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planet, space, black background, cable, simple background, concept art, |
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cinematic, dramatic, intricate details, dark lighting |
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example_title: Headset Fusion |
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- text: >- |
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a group of three blocks with a picture of a boat in the middle of them, |
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surreal 3 d render, 3 d epic illustrations, 3 d artistic render, inspired by |
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Matthias Jung, environmental key art, erik johansson style, surreal concept |
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art, alexander jansson style, cube portals, beeple masterpiece, 3 d render |
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beeple, surrealistic digital artwork |
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example_title: Digital Fusion |
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--- |
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📣 **FFUSION AI - 768 BaSE** Public alpha Release is Here! |
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download the **`di.FFUSION.ai-v2.1-768-BaSE-alpha-preview.safetensors`** [here](https://huggingface.co/FFusion/di.FFUSION.ai-v2.1-768-BaSE-alpha/blob/main/di.FFUSION.ai-v2.1-768-BaSE-alpha-preview.safetensors). |
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# 🚀 Model Overview: Unleashing the Power of Imagination! 🌠 |
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Introducing FFUSION AI - a groundbreaking tool for image generation and transformation, crafted around the cutting-edge Latent Diffusion Model. |
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Dive into the surreal world of FFUSION Ai, powered by Stable Diffusion 2.1, and let your favorite prompts transform into captivating works of art. |
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Effortlessly weave your ideas with mesmerizing effects, immersing your audience in a world where imagination knows no bounds. |
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**Developed by:** Idle Stoev, Source Code Bulgaria, Praesidium CX & BlackSwan Technologies |
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**Model type:** Diffusion-based text-to-image generation model |
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**Language(s):** English |
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**License:** CreativeML Open RAIL++-M License |
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# 🔬 Intended Use: From Research to Artistry 🎨 |
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FFUSION AI is a multi-faceted tool that shines in various applications. Primarily envisioned for research, FFUSION AI has potential to: |
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Examine the limitations and inherent biases in generative models. |
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Unleash the artist within, aiding in creative processes or artistic endeavours. |
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Reinvent educational or creative utilities with AI-driven innovations. |
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Propel the research in the fascinating domain of generative models. |
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However, it's crucial to note that certain uses of FFUSION AI are strictly prohibited, as outlined below. |
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# 🚫 Forbidden Use: Setting Boundaries for Safe AI 🛑 |
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We've borrowed the principles from the Stable Diffusion v2.1 model card, which apply equally to Fusion AI alpha, beta, and final releases. |
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We strictly prohibit the use of this model for generating or spreading images intended to incite hostility or alienation. This includes content that is foreseeably disturbing, distressing, offensive, or stereotype-propagating. |
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# # Out-of-Scope Use: |
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Since this model isn't designed to create factual representations of people or events, such usage is deemed out-of-scope. |
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# # Misuse and Malicious Use: |
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Utilizing the model to create content that inflicts harm upon individuals is deemed misuse. This includes: |
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- Generating content that belittles, dehumanizes, or otherwise harms individuals or their environments, cultures, religions, etc. |
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- Deliberately promoting or disseminating discriminatory content or harmful stereotypes. |
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- Impersonating individuals without consent. |
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- Generating sexual content without viewer consent. |
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- Spreading mis- and disinformation. |
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- Illustrating extreme violence and gore. |
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- Distributing copyrighted or licensed material against its usage terms. |
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- Modifying copyrighted or licensed material against its usage terms. |
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Our policy, adopted from the principles of the Stable Diffusion v2.1 model card, ensures the responsible use of Fusion AI beta and final releases. |
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**We expressly prohibit the utilization of our model for generating or distributing images that might incite hostility or exclusion.** |
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This includes: |
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- Content that is distressing, offensive, or perpetuates harmful stereotypes. |
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- Misuse or malicious use that harms individuals or communities, including creating demeaning or harmful representations, or promoting discriminatory content. |
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- Using the model for impersonation without consent or creating non-consensual explicit content. |
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- Generating or spreading mis- and disinformation, violent, gory imagery, or violating copyright terms. |
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# 🔭 Model Limitations and Bias: Acknowledging Imperfections 🌐 |
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While our model leaps toward the future of AI-driven creativity, it's essential to recognize its current limitations: |
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- The quest for perfect photorealism and creative surrealism continues. |
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- Rendering legible text remains a challenge. |
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- Even more complex tasks, such as depicting "A red cube on top of a blue sphere in the middle of the ocean in a desert" may pose difficulty (but still processable). |
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- Human figures, particularly faces, may not be accurately generated. |
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# Version Releases |
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We are excited to unveil the following versions: |
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## Version 512 Beta – LiTE, MiD BFG model variations: |
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- FFUSION.ai-512-beta-BFG-build.0401.safetensors |
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- FFUSION.ai-512-beta-LiTE-build.0201.safetensors |
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- FFUSION.ai-512-beta-MiD-build.0401.safetensors |
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### Version 768 Alpha - BaSE, FUSION, FFUSION: |
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BaSE and FUSION models will soon come with enhanced training capabilities including LoRa, LyCORIS, Dylora & Kohya-ss/sd-scripts. More information will be revealed upon release. |
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- **di.FFUSION.ai-v2.1-768-BaSE-alpha-preview.safetensors** |
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# FUSION AI Text Encoders: |
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- **di.FFUSION.ai-tXe-FXAA:** Trained on "121361" images. Enhance your model's quality and sharpness using the pre-trained Unet. |
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- **di.FFUSION.ai-tXe-fX:** Trained on "211924" images. Amplify your model's surrealism and effects. |
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# Environmental Impact |
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Our dedication to sustainable development is reflected in the model's carbon footprint. The CO2 emissions, calculated using the Machine Learning Impact calculator, stand at 124.95 kg for a total of 1190 hours of usage with an A100 PCIe 40GB GPU. |
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**Hardware Type:** A100 PCIe 40GB |
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**Hours used:** 1190 |
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**Cloud Provider:** CoreWeave & Runpod (official partner) |
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**Compute Region**: US Cyxtera Chicago Data Center - ORD1 / EU - CZ & EU - RO |
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- Carbon Emitted (Power consumption x Time x Carbon produced based on the location of the power grid): 124.95 kg of CO2 emitted. |
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- Power consumption x Time x Carbon Produced Based on the Local Power Grid: |
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250W x 1190h = 297.5 kWh x 0.42 kg eq. CO2/kWh = 124.95 kg eq. CO2 |
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- Local Hardware Storage 4x16TB Raid5 WD Gold |
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Optimizer: AdamW & Dadaptation |
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**This model card was written by: Idle Stoev and is based on the Stability AI - Stable Diffusion 2.1 model card.** |
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Models: |
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[](https://huggingface.co/FFusion/FFusion-BaSE) |
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[](https://huggingface.co/FFusion/di.FFUSION.ai-v2.1-768-BaSE-alpha) |
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[](https://huggingface.co/FFusion/di.ffusion.ai.Beta512) |
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[](https://huggingface.co/FFusion/FFUSION.ai-Text-Encoder-LyCORIS-SD-2.1) |
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Contact: |
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[](mailto:[email protected]) |
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