Update README.md

README.md

@@ -8,18 +8,38 @@ tags:
 - art
 - artistic
 - diffusers
+- protogen
 inference: true
 license: creativeml-openrail-m
 ---
+<center><img src="https://huggingface.co/darkstorm2150/Protogen_Nova_Official_Release/resolve/main/Protogen%20Nova-512.png" style="height:400px; border-radius: 7%; border: 10px solid #663380; padding-top:0px;" span title="Protogen Nova Raw Output with a bladerunner 2049 embedding ;)"></center>
 
-# Protogen_v5.3 - One Step Closer to Reality by [darkstorm2150](https://instagram.com/officialvictorespinoza)
+
+
+<center><h1>Protogen Nova</h1></center>
+<center><p><em>Research Model by <a href="https://instagram.com/officialvictorespinoza">darkstorm2150</a></em></p></center>
+</div>
+
+## Table of contents
+* [General info](#general-info)
+* [Granular Adaptive Learning](#granular-adaptive-learning)
+* [Setup](#setup)
+* [Space](#space)
+* [CompVis](#compvis)
+* [Diffusers](#diffusers)
+* [Checkpoint Merging Data Reference](#checkpoint-merging-data-reference)
+* [License](#license)
+
+## General info
+
+Protogen_v5.3 - One Step Closer to Reality by [darkstorm2150](https://instagram.com/officialvictorespinoza)
 
 Protogen was warm-started with [Stable Diffusion v1-5](https://huggingface.co/runwayml/stable-diffusion-v1-5) and continued fine-tuned from [darkstorm2150/Protogen_x3.4_Official_Release](https://huggingface.co/darkstorm2150/Protogen_x3.4_Official_Release)
 Robodiffusion has been removed and 10% Dreamlike-PhotoReal V.2 added, the result is better sampling at 768px to 1024px of humans and surroundings, The results are immediate!!!
 
 Also this bad boy comes with a license, so do please read it, thank you!
 
-## Model control
+* Model control
 
 Now its recommended that you add nude, naked to your negative prompts, its a horny model, well 10% but still....cant be too careful!
 
@@ -29,6 +49,17 @@ modelshoot style, (extremely detailed 8k wallpaper),a medium shot photo of a (wh
 
 It should also be very "dreambooth-able", being able to generate high fidelity faces with a little amount of steps (see [dreambooth](https://github.com/huggingface/diffusers/tree/main/examples/dreambooth)).
 
+## Granular Adaptive Learning
+
+Granular adaptive learning is a machine learning technique that focuses on adjusting the learning process at a fine-grained level, rather than making global adjustments to the model. This approach allows the model to adapt to specific patterns or features in the data, rather than making assumptions based on general trends.
+
+Granular adaptive learning can be achieved through techniques such as active learning, which allows the model to select the data it wants to learn from, or through the use of reinforcement learning, where the model receives feedback on its performance and adapts based on that feedback. It can also be achieved through techniques such as online learning where the model adjust itself as it receives more data.
+
+Granular adaptive learning is often used in situations where the data is highly diverse or non-stationary and where the model needs to adapt quickly to changing patterns. This is often the case in dynamic environments such as robotics, financial markets, and natural language processing.
+
+## Setup
+To run this model, download the model.ckpt and install it in your "stable-diffusion-webui\models\Stable-diffusion" directory
+
 ## Model Weights
 
 ![alt text](https://huggingface.co/darkstorm2150/Protogen_x5.3_Official_Release/resolve/main/Model%20Weights.png)
@@ -67,18 +98,262 @@ image = pipe(prompt, num_inference_steps=25).images[0]
 image.save("./result.jpg")
 ```
 
-License
-
-This model is licesed under a modified CreativeML OpenRAIL-M license.
+## PENDING DATA FOR MERGE, RPGv2 not accounted..
+## Checkpoint Merging Data Reference
 
-    You are not allowed to host, finetune, or do inference with the model or its derivatives on websites/apps/etc. If you want to, please email us at [email protected]
+<style>
+.myTable {
+border-collapse:collapse; 
+}
+.myTable th { 
+background-color:#663380;
+color:white; 
+}
+.myTable td, .myTable th { 
+padding:5px;
+border:1px solid #663380; 
+}
+</style>
+<table class="myTable">
+<tr>
+<th>Models</th>
+<th>Protogen v2.2 (Anime)</th>
+<th>Protogen x3.4 (Photo)</th>
+<th>Protogen x5.3 (Photo)</th>
+<th>Protogen x5.8 (Sci-fi/Anime)</th>
+<th>Protogen x5.9 (Dragon)</th>
+<th>Protogen x7.4 (Eclipse)</th>
+<th>Protogen x8.0 (Nova)</th>
+<th>Protogen x8.6 (Infinity)</th>
+</tr>
+<tr>
+<td>seek_art_mega v1</td>
+<td>52.50%</td>
+<td>42.76%</td>
+<td>42.63%</td>
+<td></td>
+<td></td>
+<td></td>
+<td>25.21%</td>
+<td>14.83%</td>
+</tr>
+<tr>
+<td>modelshoot v1</td>
+<td>30.00%</td>
+<td>24.44%</td>
+<td>24.37%</td>
+<td>2.56%</td>
+<td>2.05%</td>
+<td>3.48%</td>
+<td>22.91%</td>
+<td>13.48%</td>
+</tr>
+<tr>
+<td>elldreth v1</td>
+<td>12.64%</td>
+<td>10.30%</td>
+<td>10.23%</td>
+<td></td>
+<td></td>
+<td></td>
+<td>6.06%</td>
+<td>3.57%</td>
+</tr>
+<tr>
+<td>photoreal v2</td>
+<td></td>
+<td></td>
+<td>10.00%</td>
+<td>48.64%</td>
+<td>38.91%</td>
+<td>66.33%</td>
+<td>20.49%</td>
+<td>12.06%</td>
+</tr>
+<tr>
+<td>analogdiffusion v1</td>
+<td></td>
+<td>4.75%</td>
+<td>4.50%</td>
+<td></td>
+<td></td>
+<td></td>
+<td>1.75%</td>
+<td>1.03%</td>
+</tr>
+<tr>
+<td>openjourney v2</td>
+<td></td>
+<td>4.51%</td>
+<td>4.28%</td>
+<td></td>
+<td></td>
+<td>4.75%</td>
+<td>2.26%</td>
+<td>1.33%</td>
+</tr>
+<tr>
+<td>hassan1.4</td>
+<td>2.63%</td>
+<td>2.14%</td>
+<td>2.13%</td>
+<td></td>
+<td></td>
+<td></td>
+<td>1.26%</td>
+<td>0.74%</td>
+</tr>
+<tr>
+<td>f222</td>
+<td>2.23%</td>
+<td>1.82%</td>
+<td>1.81%</td>
+<td></td>
+<td></td>
+<td></td>
+<td>1.07%</td>
+<td>0.63%</td>
+</tr>
+<tr>
+<td>hasdx</td>
+<td></td>
+<td></td>
+<td></td>
+<td>20.00%</td>
+<td>16.00%</td>
+<td>4.07%</td>
+<td>5.01%</td>
+<td>2.95%</td>
+</tr>
+<tr>
+<td>moistmix</td>
+<td></td>
+<td></td>
+<td></td>
+<td>16.00%</td>
+<td>12.80%</td>
+<td>3.86%</td>
+<td>4.08%</td>
+<td>2.40%</td>
+</tr>
+<tr>
+<td>roboDiffusion v1</td>
+<td></td>
+<td>4.29%</td>
+<td></td>
+<td>12.80%</td>
+<td>10.24%</td>
+<td>3.67%</td>
+<td>4.41%</td>
+<td>2.60%</td>
+</tr>
+<tr>
+<td>RPG v3</td>
+<td></td>
+<td>5.00%</td>
+<td></td>
+<td></td>
+<td>20.00%</td>
+<td>4.29%</td>
+<td>4.29%</td>
+<td>2.52%</td>
+</tr>
+<tr>
+<td>anything&everything</td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td>4.51%</td>
+<td>0.56%</td>
+<td>0.33%</td>
+</tr>
+<tr>
+<td>dreamlikediff v1</td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td>5.0%</td>
+<td>0.63%</td>
+<td>0.37%</td>
+</tr>
+<tr>
+<td>sci-fidiff v1</td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td>3.10%</td>
+</tr>
+<tr>
+<td>synthwavepunk v2</td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td>3.26%</td>
+</tr>
+<tr>
+<td>mashupv2</td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td>11.51%</td>
+</tr>
+<tr>
+<td>dreamshaper 252</td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td>4.04%</td>
+</tr>
+<tr>
+<td>comicdiff v2</td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td>4.25%</td>
+</tr>
+<tr>
+<td>artEros</td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td></td>
+<td>15.00%</td>
+</tr>
+</table>
 
-    You are free to host the model card and files (Without any actual inference or finetuning) on both commercial and non-commercial websites/apps/etc. Please state the full model name (Dreamlike Photoreal 2.0) and include the license as well as a link to the model card (https://huggingface.co/dreamlike-art/dreamlike-photoreal-2.0)
+## License
 
-    You are free to use the outputs (images) of the model for commercial purposes in teams of 10 or less
+By downloading you agree to the terms of these licenses
 
-    You can't use the model to deliberately produce nor share illegal or harmful outputs or content
+<a href="https://huggingface.co/spaces/CompVis/stable-diffusion-license">CreativeML Open RAIL-M</a>
 
-    The authors claims no rights on the outputs you generate, you are free to use them and are accountable for their use which must not go against the provisions set in the license
+<a href="https://huggingface.co/dreamlike-art/dreamlike-photoreal-2.0/blob/main/LICENSE.md">Dreamlike License</a>
 
-    You may re-distribute the weights. If you do, please be aware you have to include the same use restrictions as the ones in the license and share a copy of the modified CreativeML OpenRAIL-M to all your users (please read the license entirely and carefully) Please read the full license here: https://huggingface.co/dreamlike-art/dreamlike-photoreal-2.0/blob/main/LICENSE.md
+<a href="https://huggingface.co/coreco/seek.art_MEGA/blob/main/LICENSE.txt">Seek Art Mega License</a>