readme: ---
  language:
  - en
  tags:
  - stable-diffusion
  - stable-diffusion-diffusers
  - text-to-image
  - art
  - artistic
  - diffusers
  - protogen
  inference: true
  license: creativeml-openrail-m
  ---
  <center><img src="https://huggingface.co/darkstorm2150/Protogen_x5.3_Official_Release/resolve/main/Protogen%20x5.3-512.png" style="height:400px; border-radius: 7%; border: 10px solid #663380; padding-top:0px;" span title="Protogen x5.3 Raw Output"></center>
  
  
  
  <center><h1>Protogen x5.3 (Photorealism) Official Release</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 x5.3 - 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
  
  Now its recommended that you add nude, naked to your negative prompts, its a horny model, well 10% but still....cant be too careful!
  
  As for realism, you can use this template
  
  modelshoot style, (extremely detailed 8k wallpaper),a medium shot photo of a (what you want here), Intricate, High Detail, dramatic
  
  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
  
  ## Space
  
  We support a [Gradio](https://github.com/gradio-app/gradio) Web UI:
  [![Open In Spaces](https://camo.githubusercontent.com/00380c35e60d6b04be65d3d94a58332be5cc93779f630bcdfc18ab9a3a7d3388/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f25463025394625413425393725323048756767696e67253230466163652d5370616365732d626c7565)](https://huggingface.co/spaces/darkstorm2150/Stable-Diffusion-Protogen-webui)
  ### CompVis
  
  ## CKPT
  
  [Download ProtoGen x5.3.ckpt (4.27GB)](https://huggingface.co/darkstorm2150/Protogen_v5.3_Official_Release/blob/main/ProtoGen_X5.3.ckpt)
  
  [Download ProtoGen x5.3-pruned-fp16.ckpt (1.89GB)](https://huggingface.co/darkstorm2150/Protogen_x5.3_Official_Release/resolve/main/ProtoGen_X5.3-pruned-fp16.ckpt)
  
  ## Safetensors
  
  [Download ProtoGen x5.3.safetensors (4.27GB)](https://huggingface.co/darkstorm2150/Protogen_x5.3_Official_Release/resolve/main/ProtoGen_X5.3.safetensors)
  
  [Download ProtoGen x5.3-pruned-fp16.safetensors (1.89GB)](https://huggingface.co/darkstorm2150/Protogen_x5.3_Official_Release/resolve/main/ProtoGen_X5.3-pruned-fp16.safetensors)
  
  ### 🧨 Diffusers
  
  This model can be used just like any other Stable Diffusion model. For more information,
  please have a look at the [Stable Diffusion Pipeline](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion).
  
  ```python
  from diffusers import StableDiffusionPipeline, DPMSolverMultistepScheduler
  import torch
  
  prompt = (
  "modelshoot style, (extremely detailed CG unity 8k wallpaper), full shot body photo of the most beautiful artwork in the world, "
  "english medieval witch, black silk vale, pale skin, black silk robe, black cat, necromancy magic, medieval era, "
  "photorealistic pain