Updated new readme

README.md

@@ -1,66 +1,40 @@
 ---
+language:
+- en
 license: creativeml-openrail-m
 tags:
 - stable-diffusion
+- stable-diffusion-diffusers
 - text-to-image
+- diffusers
+inference: true
 ---
-**Mo Di Diffusion**
 
-This is the fine-tuned Stable Diffusion 1.5 model trained on screenshots from a popular animation studio.
-Use the tokens **_modern disney style_** in your prompts for the effect.
+<p align="center" width="100%">
+    <img width="80%" src="Assets/OnnxStack - 640x320.png">
+</p>
 
-**If you enjoy my work, please consider supporting me** 
-[![Become A Patreon](https://badgen.net/badge/become/a%20patron/F96854)](https://patreon.com/user?u=79196446)
+### OnnxStack
+This model has been converted to ONNX and tested with OnnxStack
 
-**Videogame Characters rendered with the model:**
-![Videogame Samples](https://huggingface.co/nitrosocke/mo-di-diffusion/resolve/main/modi-samples-01s.jpg)
-**Animal Characters rendered with the model:**
-![Animal Samples](https://huggingface.co/nitrosocke/mo-di-diffusion/resolve/main/modi-samples-02s.jpg)
-**Cars and Landscapes rendered with the model:**
-![Misc. Samples](https://huggingface.co/nitrosocke/mo-di-diffusion/resolve/main/modi-samples-03s.jpg)
-#### Prompt and settings for Lara Croft:
-**modern disney lara croft**
-_Steps: 50, Sampler: Euler a, CFG scale: 7, Seed: 3940025417, Size: 512x768_
+- [OnnxStack](https://github.com/saddam213/OnnxStack)
 
-#### Prompt and settings for the Lion:
-**modern disney (baby lion) Negative prompt: person human**
-_Steps: 50, Sampler: Euler a, CFG scale: 7, Seed: 1355059992, Size: 512x512_
+### Mo-Di Diffusion
+This model was converted to ONNX from Mo-Di Diffusion
 
-This model was trained using the diffusers based dreambooth training by ShivamShrirao using prior-preservation loss and the _train-text-encoder_ flag in 9.000 steps.
+- [Mo-Di](https://huggingface.co/nitrosocke/mo-di-diffusion)
 
-### 🧨 Diffusers
+### Sample Images
+*An modern disney style ironman*
 
-This model can be used just like any other Stable Diffusion model. For more information,
-please have a look at the [Stable Diffusion](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion).
+| LMS Scheduler | Euler Scheduler | Euler Ancestral Scheduler | DDPM Scheduler | DDIM Scheduler | KDPM2 Scheduler
+| :--- | :--- | :--- | :--- | :--- | :--- |
+<img src="Assets/modi_lms_30_7.5_2092464983.png" width="256" alt="Image of browser inferencing on sample images."/> | <img src="Assets/modi_euler_30_7.5_2092464983.png" width="256"  alt="Image of browser inferencing on sample images."/> | <img src="Assets/modi_eulerancestral_30_7.5_2092464983.png" width="256"  alt="Image of browser inferencing on sample images."/> | <img src="Assets/modi_ddpm_30_7.5_2092464983.png" width="256"  alt="Image of browser inferencing on sample images."/> | <img src="Assets/modi_ddim_30_7.5_2092464983.png" width="256"  alt="Image of browser inferencing on sample images."/> | <img src="Assets/modi_kdpm2_30_7.5_2092464983.png" width="256"  alt="Image of browser inferencing on sample images."/> |
 
-You can also export the model to [ONNX](https://huggingface.co/docs/diffusers/optimization/onnx), [MPS](https://huggingface.co/docs/diffusers/optimization/mps) and/or [FLAX/JAX]().
+     Seed: 207582124     GuidanceScale: 7.5     NumInferenceSteps: 30
 
-```python
-from diffusers import StableDiffusionPipeline
-import torch
+__________________________
 
-model_id = "nitrosocke/mo-di-diffusion"
-pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
-pipe = pipe.to("cuda")
-
-prompt = "a magical princess with golden hair, modern disney style"
-image = pipe(prompt).images[0]
-
-image.save("./magical_princess.png")
-```
-
-# Gradio & Colab
-
-We also support a [Gradio](https://github.com/gradio-app/gradio) Web UI and Colab with Diffusers to run fine-tuned Stable Diffusion models:
-[![Open In Spaces](https://camo.githubusercontent.com/00380c35e60d6b04be65d3d94a58332be5cc93779f630bcdfc18ab9a3a7d3388/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f25463025394625413425393725323048756767696e67253230466163652d5370616365732d626c7565)](https://huggingface.co/spaces/anzorq/finetuned_diffusion)
-[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1j5YvfMZoGdDGdj3O3xRU1m4ujKYsElZO?usp=sharing)
-
-## License
-
-This model is open access and available to all, with a CreativeML OpenRAIL-M license further specifying rights and usage.
-The CreativeML OpenRAIL License specifies: 
-
-1. You can't use the model to deliberately produce nor share illegal or harmful outputs or content 
-2. 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
-3. You may re-distribute the weights and use the model commercially and/or as a service. 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 CreativeML OpenRAIL-M to all your users (please read the license entirely and carefully)
-[Please read the full license here](https://huggingface.co/spaces/CompVis/stable-diffusion-license)
+### Mo-Di Diffusion Tokens
+The tokens for Mo-Di Diffusion are:
+- modern disney style