Update README.md

README.md

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 license: mit
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-Fractal Diffusion V1 Fractal diffusion is a trained model set of 40 K fractal images of 1024 kb size images that have been trained on 256 x 256 diffusion model.
+<b> Fractal Diffusion V1 </b>
 
-custom model settings
+Fractal diffusion is a trained model set of 40 K fractal images of 1024 kb size images that have been trained on 256 x 256 diffusion model.
 
-model_config.update({ 'attention_resolutions': '16', 'class_cond': False, 'diffusion_steps': 1000, 'rescale_timesteps': True, 'timestep_respacing': 'ddim100', 'image_size': 256, 'learn_sigma': True, 'noise_schedule': 'linear', 'num_channels': 128, 'num_head_channels': 64, 'num_res_blocks': 2, 'resblock_updown': True, 'use_checkpoint': use_checkpoint, 'use_fp16': True, 'use_scale_shift_norm': False, }
+Fractal Diffusion is a custom diffusion model trained by @jags111.
+
+It can be used to create wonderful fractal images and fractal flames by prompt or init image and create some cool fractal Art.
+
+To use it you can use "fractaldiffusion" as a selection in the DD 5.6 version.
+
+If you create a fun image with this model, please show your result and <a href="https://twitter.com/jags111"> @jags111 </a>  #fractaldiffusion
 
-FractalDiffusion is a custom diffusion model trained by @jags111.
+A fractal is a pattern often found in nature. 
 
-It can be used to create wonderful fractal images and fractal flames by prompt or init and create some cool fractal Art.
+It consists of some shape or structure that repeats at different scales. If you take a fractal pattern and put it under a microscope, you might see the same thing no matter how you change the magnification level. 
+
+Fractal Image are normally produced with Mandelbulb3D (MB3D) , Mandelbulber V2.8 and other fractal software like JWildfire.
+
+<b> custom model settings </b>
+
+model_config.update({ 'attention_resolutions': '16', 'class_cond': False, 'diffusion_steps': 1000, 'rescale_timesteps': True, 'timestep_respacing': 'ddim100', 'image_size': 256, 'learn_sigma': True, 'noise_schedule': 'linear', 'num_channels': 128, 'num_head_channels': 64, 'num_res_blocks': 2, 'resblock_updown': True, 'use_checkpoint': use_checkpoint, 'use_fp16': True, 'use_scale_shift_norm': False, }
 
-To use it you can use FractalDiffusion as a selection in the DD version.
+Support us in Patreon for more future models and new versions of AI notebooks.
 
-If you create a fun image with this model, please show your result and @jags111 #fractaldiffusion
+- Explore same <a href="https://www.patreon.com/jags111"> [patreon]</a> 
 
-A fractal is a pattern often found in nature. It consists of some shape or structure that repeats at different scales. If you take a fractal pattern and put it under a microscope, you might see the same thing no matter how you change the magnification level. 
 
 #fractalart #fractalartwork #fractalmanipulations #3dfractal #3dfractalart #fractaldesign #mandlebulb #mandlebulb3d