Create README.md

README.md

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+---
+language:
+- en
+license_name: stabilityai-ai-community
+license_link: LICENSE.md
+library_name: diffusers
+pipeline_tag: text-to-image
+tags:
+- text-to-image
+base_model:
+- suzushi/miso-diffusion-m-1.0
+- stabilityai/stable-diffusion-3.5-medium
+---
+<div style="display: flex; justify-content: center; gap: 20px; margin-bottom: 20px;">
+    <img src="demo1.png" width="400" />
+    <img src="demo2.png" width="400" />
+</div>
+
+
+## Change in model behavior
+Trained with brand new dataset this time, it might take some time or more epoch before 
+the model can properly adapt, please be aware that some older prompts might degrade 
+or create some artifact. 
+
+## Version History
+| Version | Base Training | Aesthetic Training | Total Epochs |
+|---------|--------------|-------------------|--------------|
+| alpha     | 250K images  | 0 images        | 1           |
+| beta     | 160K images  | 0 images        | 3           |
+| 1.0     | 600k images   | 0 images        | 2 + (3 from beta)    |
+| 1.1     | 710k images   | 0 images | 5                   |
+| 2.0     | 1.08M images   | 0 images | 5                   |
+| 2.1     | 1.32M images  | 0 images      | 5               | 
+
+## Training Methodology
+
+Training is done on gh200 with 96gb vram, now that prior training shows 
+decent results, I am slightly increasing learning rate.
+
+Training setting: Adafactor with a batchsize of 40, lr_scheduler: cosine
+SD3.5 Specific setting:
+enable_scaled_pos_embed = true
+
+pos_emb_random_crop_rate = 0.2
+
+weighting_scheme = "flow"
+learning_rate = 8e-6
+
+learning_rate_te1 = 5e-6
+
+learning_rate_te2 = 5e-6
+
+Train Clip: true, Train t5xxl: false
+
+## Support Me
+At the moment training an epoch cost around 130 dollars. If you like my project please consider supporting me: https://ko-fi.com/suzushi2024
+
+Lastly, huge thanks to meg who has been supporting this project, without him this project would not have been possible !