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FFUSION AI - SD 2.1

spices a background, quality khoshroo, picture, seaweed, meat, an chopsticks, herbs humans, wooden no shrimp vegetable, salmon, fish, focus, caviar, the table, with photography, bowl, salmon on food made super strange sushi, leaf, realistic styled high island carrot, ingredients rice, life, plate, professional still food, and tray, of savory, fresh, photo, black, food, no humans, rice, food focus, still life, sushi
brightly brilliantly a 4k, picure, amphibians, blurry background, depth extremely hd humans, animal, no colored outdoors, focus with water highly colors, details field, colored, on sitting king, frog, psychedelic shot, leaf water, it, realistic, vivid colorful frog droplets portrait alien blurry, vibrant stylized, beautiful clown animal scales, and colors, of colorful, closeup, no humans, blurry
Spratt, a 4k, portrait, inspired 4 expressive k, solo, art Sam lips, with face, photography, brown her eyes woman grey side paint, on at realistic hair, by nose, artistic realistic, colorful painted color portrait uhd vibrant photograph painting, 1girl, looking beautiful viewer, long 8k of stunning paint centered splatter, digital, paint splatter, long hair, paint
a background, intricate art, ship surreal bottle, in render, miniature, 3d humans, no sky, illustration, with very highly gradient bird, bottle detailed, rendered 3 scenery, ship, gradient, cloud, detailed water, high epic island d there illustrations, ocean is beautiful watercraft, fantasy, small inside, render digital, no humans, watercraft, bird, sky, scenery, water
quality a background, poly art, in render, animal, 3d sky, trees no humans, outdoors, the with bird, grass as 3 scenery, on stylized waterfall blue low isometric high island d tree, rock, stylized, and voxel render, tree, bird, no humans, scenery
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Model Description by Creator

📣 FFUSION AI SD2.1- 768 BaSE Public 1.0.0Release is Here!
Diffusers available at https://huggingface.co/FFusion

ffusion-basesm32.jpg

STABLE DIFFUSION 2.1 768+ MODEL

before complaining about usage if you haven't used 2.1 stick to 1.5 models

🚀 Introducing FFusion.AI-beta-Playground on Hugging Face Spaces!

https://huggingface.co/spaces/FFusion/FFusion.AI-beta-Playground
https://ffusion.ai/

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We're thrilled to announce the launch of our new application, FFusion.AI-beta-Playground, now live on Hugging Face Spaces! This cutting-edge tool harnesses the power of AI to generate stunning images based on your prompts. 🎨🖼️

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With FFusion.AI-beta-Playground, you can:

1️⃣ Generate images from a variety of pre-trained models including FFUSION.ai-768-BaSE, FFUSION.ai-v2.1-768-BaSE-alpha-preview, and FFusion.ai.Beta-512.

2️⃣ Experiment with different schedulers to fine-tune the image generation process.

3️⃣ View the generated images right in your browser and save them for later use.

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Our application is built on top of the diffusers library and uses StableDiffusionPipeline for image generation. It's powered by Gradio for a user-friendly interface. And here's the exciting part: very soon, it will run on a CUDA-enabled environment for optimal performance, thanks to our partners at RUNPOD! 💻🚀

Stay tuned for this upcoming enhancement that will take your image generation experience to the next level. We're thrilled to be partnering with RUNPOD.io to bring you this cutting-edge technology.

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To get started, simply enter your prompt, select the models you want to use, choose a scheduler, and let our application do the rest.

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Check out FFusion.AI-beta-Playground now at FFusion/FFusion.AI-beta-Playground and start creating your own unique images today! 🎉🎉

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We're excited to see what you'll create with FFusion.AI-beta-Playground. Your feedback is invaluable to us, so please don't hesitate to share your thoughts and suggestions. Enjoy exploring the possibilities of AI-powered image generation! 💡🌟

🔭 We are thrilled to launch the public beta release of FFUSION Ai, though we want to clarify that it's currently limited in its breadth. Having been trained on just a fraction of our full image collection (20%), the capabilities of the model are not yet fully realized. This early version is primarily intended for experimentation with various prompt combinations and initial testing.

💡 While we're committed to delivering the highest level of excellence, we want to highlight that our model, notably the Unet component, is still developing its proficiency with certain objects and faces. But fear not, we're actively fine-tuning these areas as we progress towards the final release.

🙏 A huge shout out to our Reddit community for their support in alpha testing and for helping the text encoder respond to some exciting fuse ideas. We couldn't have come this far without you!

💡 Your contribution in this beta testing phase is extremely crucial to us. We invite you to explore the model extensively, experiment with it, and do not hesitate to report any prompts that don't meet your expectations. Your feedback is our guiding light in refining the performance and overall quality of FFUSION Ai.

⚠️ Attention: The model is based on Stable Diffusion 2.1 - 512 and is designed for optimal performance up to a resolution of approximately 600-700 pixels. For larger image sizes, we recommend upscaling them independently or patiently waiting for our final release that's just around the corner. This forthcoming release will enhance performance and support for higher resolutions.

👥 Thank you for being part of the FFUSION Ai beta testing community. Your support, feedback, and passion inspire us to continually develop a pioneering tool that is set to revolutionize creativity and visualization. Together, we can shape the future of storytelling and creativity.

🔮 Why not add some effects to your favorite prompts or fuse them together for a surreal twist? (Please note, Pen Pineapple Apple Pan effects and FUSIONS are excluded in this beta version)

🔒 With over 730.9449 hours of dedicated training sessions, our Fusion AI model offers a wealth of data subsets and robust datasets developed in collaboration with two enterprise corporate accounts for Mid Journey. We also pride ourselves in having an effective utilization of GPU usage, making the most out of our partnership with Idle Stoev, Source Code Bulgaria, Praesidium CX & BlackSwan Technologies. 🚀

Full transparency on our extensive 700,000-image dataset, training methodologies, classifications, and successful experiments is on its way. This information will be released shortly after the final version, further establishing FFUSION Ai as a trusted tool in the world of AI-powered creativity. Let's continue to imagine, create and explore together!


Model Overview: Unleashing the Power of Imagination!

FFUSION AI is a state-of-the-art image generation and transformation tool, developed around the leading Latent Diffusion Model. Leveraging Stable Diffusion 2.1, FFUSION AI converts your prompts into captivating artworks. Discover an imaginative landscape where ideas come to life in vibrant, surreal visuals.

  • Developed by: Idle Stoev, Source Code Bulgaria, Praesidium CX & BlackSwan Technologies

  • Shared by: FFusion AI

  • Model type: Diffusion-based text-to-image generation model

  • Language(s) (NLP): English

  • License: CreativeML Open RAIL++-M License

Model Use: Enabling Creativity and Exploring AI Frontiers

Designed for research and artistic exploration, FFUSION AI serves as a versatile tool in a variety of scenarios:

Out-of-Scope Use and Prohibited Misuse:

  • Generating factually inaccurate representations of people or events

  • Inflicting harm or spreading malicious content such as demeaning, dehumanizing, or offensive imagery

  • Creating harmful stereotypes or spreading discrimination

  • Impersonating individuals without their consent

  • Disseminating non-consensual explicit content or misinformation

  • Violating copyrights or usage terms of licensed material

Model Limitations and Bias

While our model brings us closer to the future of AI-driven creativity, there are several limitations:

  • Achieving perfect photorealism or surrealism is still an ongoing challenge.

  • Rendering legible text could be difficult without further ~30min training on your brand.

  • Accurate generation of human faces, especially far away faces, is not guaranteed (yet).

Model Releases

We are thrilled to announce:

  • Version 512 Beta: Featuring LiTE and MiD BFG model variations

  • Version 768 Alpha: BaSE, FUSION, and FFUSION models with enhanced training capabilities, including LoRa, LyCORIS, Dylora & Kohya-ss/sd-scripts.

  • Version 768 BaSE: A BaSE Ready model for easy applying more than 200 build op LoRA models trained along the way.

Environmental Impact

In line with our commitment to sustainability, FFUSION AI has been designed with carbon efficiency in mind:

  • Hardware Type: A100 PCIe 40GB

  • Hours used: 1190

  • Cloud Provider: CoreWeave & Runpod (official partner)

  • Compute Region: US Cyxtera Chicago Data Center - ORD1 / EU - CZ & EU - RO

  • Carbon Emitted: 124.95 kg of CO2 (calculated via Machine Learning Impact calculator)

That said all LoRA and further models are based on initial training.

Model Card Authors

This model card was authored by Idle Stoev and is based on the Stability AI - Stable Diffusion 2.1 model card.

Model Card Contact

[email protected]

Download the FFUSION AI diffusers - 768 BaSE Release here.

🔬 Intended Use: From Research to Artistry 🎨

Screenshot_1002.jpg

Images Generated With This Model

[ (art by Bojan Jevtic:0.7) ,art by Yoshitaka Amano:8], octane render, majestic, Snug "Through the looking glass, reality fractures, revealing a kaleidoscope of infinite possibilities.", Realistic, Smirking, Post-Punk
[ (art by Bojan Jevtic:0.7) ,art by Yoshitaka Amano:8], octane render, majestic, Snug "Through the looking glass, reality fractures, revealing a kaleidoscope of infinite possibilities.", Realistic, Smirking, Post-Punk
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octane render, The Grinch
octane render, The Grinch
Info
pink armor, tracer in a skintight dress, anime girl of the future, perfect anime cyborg woman, female anime character, girl wearing robotic suit, anime girl cosplay, female action anime girl a girl in yellow and black sitting on a bench, tracer in a skintight dress, render of a cute 3d anime girl, powerful woman sitting in space, beautiful woman in spacesuit, sci fi female character, beautiful anime girl squatting, the anime girl is crouching, senna from league of legends, cute girl wearing tank suit, female cyberpunk anime girl a girl in red riding a motorcycle, picture of a female biker, lady in red armor, akira cgi movie stills, sitting on a motorcycle, wearing a red o
pink armor, tracer in a skintight dress, anime girl of the future, perfect anime cyborg woman, female anime character, girl wearing robotic suit, anime girl cosplay, female action anime girl a girl in yellow and black sitting on a bench, tracer in a skintight dress, render of a cute 3d anime girl, powerful woman sitting in space, beautiful woman in spacesuit, sci fi female character, beautiful anime girl squatting, the anime girl is crouching, senna from league of legends, cute girl wearing tank suit, female cyberpunk anime girl a girl in red riding a motorcycle, picture of a female biker, lady in red armor, akira cgi movie stills, sitting on a motorcycle, wearing a red o
Info
high quality 3d render neo-cyberpunk very Shabby Chic half fluffy Leviathan half cyborg with Empty Eyes, mechanical paw, highly detailed, unreal engine cinematic smooth, in the style of detective pikachu, hannah yata charlie immer, neon dark indigo light, low angle, uhd 8k, sharp focus
high quality 3d render neo-cyberpunk very Shabby Chic half fluffy Leviathan half cyborg with Empty Eyes, mechanical paw, highly detailed, unreal engine cinematic smooth, in the style of detective pikachu, hannah yata charlie immer, neon dark indigo light, low angle, uhd 8k, sharp focus
Info
waves, ocean, (youkan) , stage_lights, night, cloudy_sky, rust, tentacles, Dalek, (masterpiece:1.3) , (best_quality:1.3) , (ultra_detailed:1.3) , 8k, extremely_clear, realism, (ultrarealistic:1.3)
waves, ocean, (youkan) , stage_lights, night, cloudy_sky, rust, tentacles, Dalek, (masterpiece:1.3) , (best_quality:1.3) , (ultra_detailed:1.3) , 8k, extremely_clear, realism, (ultrarealistic:1.3)
Info
Rule of Thirds, Synthetism, Starlight, Stone, Shattering, Iphone X, Graffiti Street Art, Granite, Highres, macro lens, Hopeful, [Waste:Hope:18], ultra high res, RAW photo, trees, (Magical Gargoyle :1.3) , Energetic, Native Art, 64K, Canon 5d mark 4, Smug, flora and jungle, Wealth, Black lighting, dense nature, Kodak portra 400
Rule of Thirds, Synthetism, Starlight, Stone, Shattering, Iphone X, Graffiti Street Art, Granite, Highres, macro lens, Hopeful, [Waste:Hope:18], ultra high res, RAW photo, trees, (Magical Gargoyle :1.3) , Energetic, Native Art, 64K, Canon 5d mark 4, Smug, flora and jungle, Wealth, Black lighting, dense nature, Kodak portra 400
Info
there is a large aquarium with many fish in it, surreal 3 d render, underwater crystals, rendered in cinema4d, deep sea landscape, rendered in cinema 4 d, masterpieceunderwater scene, deep underwater scene, depicted as a 3 d render, underwater scene, 3d render digital art, closed ecosystem, underwater crystal caverns, undersea, 3 d artistic render, rock, no humans, scenery, underwater, crystal, blue theme, stone, cube, debris, air bubble, water
there is a large aquarium with many fish in it, surreal 3 d render, underwater crystals, rendered in cinema4d, deep sea landscape, rendered in cinema 4 d, masterpieceunderwater scene, deep underwater scene, depicted as a 3 d render, underwater scene, 3d render digital art, closed ecosystem, underwater crystal caverns, undersea, 3 d artistic render, rock, no humans, scenery, underwater, crystal, blue theme, stone, cube, debris, air bubble, water
Info
(dark shot:1.4) , 80mm, photo of a Dried wheat grass with extra bacon, (rustic diner background) +, seed bread, pepper jack cheese, soft light, sharp, exposure blend, medium shot, bokeh, (hdr:1.4) , high contrast, (cinematic, teal and orange:0.85) , (muted colors, dim colors, soothing tones:1.3) , low saturation, (hyperdetailed:1.2) , (noir:0.4)
(dark shot:1.4) , 80mm, photo of a Dried wheat grass with extra bacon, (rustic diner background) +, seed bread, pepper jack cheese, soft light, sharp, exposure blend, medium shot, bokeh, (hdr:1.4) , high contrast, (cinematic, teal and orange:0.85) , (muted colors, dim colors, soothing tones:1.3) , low saturation, (hyperdetailed:1.2) , (noir:0.4)
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a pair of pink headphones with sprinkles on them, pink headphones, pink frosted donut, headphones, headphones on, blender donut tutorial, earphones, blender donut, donut, floating headsets, red headphones, headset, with head phones, earbuds, headphones dj rave, eating a donut, with headphones, sprinkles, wearing headphones, high quality product photography, listening to music band playing to giant headphone set in `a house with large pyramid behind them at (the edges gothic background:1.16), lighting a big eye), painted bright colorful kerosene grain + human tooth rims + autumn lights wreath by gowtag photoshop clouds alfa san Salvador
a pair of pink headphones with sprinkles on them, pink headphones, pink frosted donut, headphones, headphones on, blender donut tutorial, earphones, blender donut, donut, floating headsets, red headphones, headset, with head phones, earbuds, headphones dj rave, eating a donut, with headphones, sprinkles, wearing headphones, high quality product photography, listening to music band playing to giant headphone set in `a house with large pyramid behind them at (the edges gothic background:1.16), lighting a big eye), painted bright colorful kerosene grain + human tooth rims + autumn lights wreath by gowtag photoshop clouds alfa san Salvador
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a woman with white hair and wings on her chest, anime, anime style, 1girl, solo, long hair, breasts, pointy ears, navel, white hair, elf ears, very pretty legs and torso made man android hybrid hair black background art line digital illustration, dynamic scene full of hair, in front of epic background volks of crystals detailed ink paint drips style magic the dark art hyper painting paulette, kodaka portra k, 1080 realistic 8 k resolution high very coherent trending face art style, cinematic lighting, professional dramatic detailed hyper hulk a by abducted screaming as cillian cameron emilia teenage pretty old years 25 smiling portrait cinematic movie d 50-n 9 f lens field deep film canon with still cinematic style re 70 photography film schartz manara, portrait, body made up with metal and plastic panels made out is head white waljaur girl, photreal and kupshis mcbula is face, 3d is aesthetic from 3, ai based structure body structure shape made art, cybernetic on d 3 panels by kevin nelsson and ed repo of body metal cybersuit fashion body of (vogue cyber body designer organic:1.36), cinematic lighting style made art background and k 4 ultra h-yata is art k 4, rosen as a jester by reinalca raimondelli and dali
a woman with white hair and wings on her chest, anime, anime style, 1girl, solo, long hair, breasts, pointy ears, navel, white hair, elf ears, very pretty legs and torso made man android hybrid hair black background art line digital illustration, dynamic scene full of hair, in front of epic background volks of crystals detailed ink paint drips style magic the dark art hyper painting paulette, kodaka portra k, 1080 realistic 8 k resolution high very coherent trending face art style, cinematic lighting, professional dramatic detailed hyper hulk a by abducted screaming as cillian cameron emilia teenage pretty old years 25 smiling portrait cinematic movie d 50-n 9 f lens field deep film canon with still cinematic style re 70 photography film schartz manara, portrait, body made up with metal and plastic panels made out is head white waljaur girl, photreal and kupshis mcbula is face, 3d is aesthetic from 3, ai based structure body structure shape made art, cybernetic on d 3 panels by kevin nelsson and ed repo of body metal cybersuit fashion body of (vogue cyber body designer organic:1.36), cinematic lighting style made art background and k 4 ultra h-yata is art k 4, rosen as a jester by reinalca raimondelli and dali
Info
a close up of a shoe with a bunch of colorful balls coming out of it, futuristic sneakers, colorful octane render, sneaker design, cinema 4d colorful render, sneaker photo, colorful vivid octane render, inspired by Mike Winkelmann, sneaker shoes, high-quality render, 3d digital art 4k, intricate artwork. octane render, running shoes, no humans, shoes, black background, still life, simple background, grey background, gradient, colorful, gradient background, sneakers, shadow, food focus
a close up of a shoe with a bunch of colorful balls coming out of it, futuristic sneakers, colorful octane render, sneaker design, cinema 4d colorful render, sneaker photo, colorful vivid octane render, inspired by Mike Winkelmann, sneaker shoes, high-quality render, 3d digital art 4k, intricate artwork. octane render, running shoes, no humans, shoes, black background, still life, simple background, grey background, gradient, colorful, gradient background, sneakers, shadow, food focus
Info
a poster with a hair dryer attached to it, earphones, with head phones, headset, floating headsets, earbuds, wood headphones hyperrealistic, headphones, modernist headphones, exquisite digital illustration, inspired by Maciej Kuciara, inspired by Chris LaBrooy, wearing modern headphone, beautiful digital artwork, a beautiful artwork illustration, by jeonseok lee, hyperrealistic illustration colorful smoke and fire coming out of it,explosion of data fragments,exploding background,realistic explosion,3d digital art 4k,fire and explosion,explosion,background explosion,cinema 4 d art,shattering,beeple. hyperrealism,explosion background,rendered in cinema 4 d,rendered in cinema4d,explosive background,<lyco:di.FFUSION.ai-tXe-FXAA:1.0>
a poster with a hair dryer attached to it, earphones, with head phones, headset, floating headsets, earbuds, wood headphones hyperrealistic, headphones, modernist headphones, exquisite digital illustration, inspired by Maciej Kuciara, inspired by Chris LaBrooy, wearing modern headphone, beautiful digital artwork, a beautiful artwork illustration, by jeonseok lee, hyperrealistic illustration colorful smoke and fire coming out of it,explosion of data fragments,exploding background,realistic explosion,3d digital art 4k,fire and explosion,explosion,background explosion,cinema 4 d art,shattering,beeple. hyperrealism,explosion background,rendered in cinema 4 d,rendered in cinema4d,explosive background,<lyco:di.FFUSION.ai-tXe-FXAA:1.0>
Info

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