Update README.md

README.md

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-![pareto](https://huggingface.co/CompVis/stable-diffusion/resolve/main/v1-1-to-v1-5.png)
+SonicDiffusionV2.ckpt was trained on AnythingV3 for 200 epochs of 203 hand captioned images from various artists. 
+Much more customizable in style and context from previous version
+Examples:
+mobian walking in a snowy sidewalk while drinking coffee
+![pareto](https://huggingface.co/Metal079/SonicDiffusionV2/blob/main/samples/Screenshot%202022-12-12%20200836.png)
+
+((masterpiece, best quality, very detailed eyes,official art, 8k,4k,2k)),intricate details, illustration,(((goddess))),(extremely detailed clothes),((looking up)),((fromabove)), perfect face, detailed face,smile, 1girl,((light blue eyes)),blonde hair, halo, ((glowing light,))upper body,(angel wings),(heavenly background)
+![pareto](https://huggingface.co/Metal079/SonicDiffusionV2/blob/main/samples/Screenshot%202022-12-12%20202712.png)
+
+mobian studying for a test
+![pareto](https://huggingface.co/Metal079/SonicDiffusionV2/blob/main/samples/Screenshot%202022-12-12%20203027.png)
+
+ mobian, 1girl, baggy black priest clothes, chains, messy blonde hair, glowing eyes, detailed, :D, golden staff, fantasy, golden light, magic circle, windy, forest
+![pareto](https://huggingface.co/Metal079/SonicDiffusionV2/blob/main/samples/Screenshot%202022-12-12%20200719.png)
+
+SD2.1 version:
+I also attempted to create a SD2.1 version using the same images, my computer crashed at 30000 steps but the results are still pretty nice. 
+It especially excels at adding styles.
+Heres some examples:
+
+mobian in ww1 gear, portrait, regal
+![pareto](https://huggingface.co/Metal079/SonicDiffusionV2/blob/main/samples/general.png)
+
+mobian mage doing research in lab, portrait, regal, painting
+![pareto](https://huggingface.co/Metal079/SonicDiffusionV2/blob/main/samples/mage2.png)
+
+Limitations:
+Many of the input images were of female mobians and as such the model has a tendency to create females, adding 'boy' should help.
+
+Due to the way I cropped the images, images tend to generate a 'blur' around the edge photos. Next time I might just leave them as is and see what happens.
+
+More images of different scenarios should be added, I tried to add as many as I could but there's a lot of room for improvement.
+
+Help:
+If you would like to help with gathering or captioning images please message me at Metal#0407 on discord.
+