Update README.md

README.md

@@ -5,4 +5,86 @@ license_name: stable-cascade-nc-community
 license_link: LICENSE
 prior:
 - Disty0/sotediffusion-wuerstchen3-alpha1
----
+---
+
+# SoteDiffusion Cascade
+
+Anime finetune of Würstchen V3.  
+Currently is in very early state in training.  
+No commercial use thanks to StabilityAI. 
+
+# Usage
+Please refer to the main model: https://huggingface.co/Disty0/sotediffusion-wuerstchen3-alpha1
+
+
+## Dataset
+
+Used the same dataset as Disty0/sote-diffusion-cascade-decoder-alpha0.  
+Changed the training parameters.  
+Trained with 98K~ images.  
+
+## Training:
+
+**GPU used for training**: 1x AMD RX 7900 XTX 24GB  
+
+**Software used**: https://github.com/2kpr/StableCascade  
+
+### Config:
+```
+experiment_id: sotediffusion-sc-b_3b
+model_version: 3B
+dtype: bfloat16
+use_fsdp: False
+
+batch_size: 16
+grad_accum_steps: 16
+updates: 6125
+backup_every: 512
+save_every: 256
+warmup_updates: 100
+
+lr: 1.0e-5
+optimizer_type: Adafactor
+adaptive_loss_weight: False
+stochastic_rounding: True
+
+image_size: 768
+multi_aspect_ratio: [1/1, 1/2, 1/3, 2/3, 3/4, 1/5, 2/5, 3/5, 4/5, 1/6, 5/6, 9/16]
+shift: 4
+
+checkpoint_path: /mnt/DataSSD/AI/SoteDiffusion/StableCascade/
+output_path: /mnt/DataSSD/AI/SoteDiffusion/StableCascade/
+webdataset_path: file:/mnt/DataSSD/AI/anime_image_dataset/best/newest_best.tar
+
+effnet_checkpoint_path: /mnt/DataSSD/AI/models/sd-cascade/effnet_encoder.safetensors
+stage_a_checkpoint_path: /mnt/DataSSD/AI/models/sd-cascade/stage_a.safetensors
+generator_checkpoint_path: /mnt/DataSSD/AI/SoteDiffusion/StableCascade/sotediffusion-sc_3b-stage_b-alpha0.safetensors
+```
+
+
+## Limitations and Bias
+
+### Bias
+
+- This model is intended for anime illustrations.  
+  Realistic capabilites are not tested at all.  
+- Still underbaked.  
+
+### Limitations
+- Can fall back to realistic.  
+  Add "realistic" tag to the negatives when this happens.  
+- Far shot eyes are can bad.  
+- Anatomy and hands can bad.  
+
+
+## License
+(This part is copied directly from Animagine V3.1 and modified.)
+
+SoteDiffusion models falls under [Fair AI Public License 1.0-SD](https://freedevproject.org/faipl-1.0-sd/) license, which is compatible with Stable Diffusion models’ license. Key points:
+
+1. **Modification Sharing:** If you modify SoteDiffusion models, you must share both your changes and the original license.
+2. **Source Code Accessibility:** If your modified version is network-accessible, provide a way (like a download link) for others to get the source code. This applies to derived models too.
+3. **Distribution Terms:** Any distribution must be under this license or another with similar rules.
+4. **Compliance:** Non-compliance must be fixed within 30 days to avoid license termination, emphasizing transparency and adherence to open-source values.
+
+**Notes**: Anything not covered by Fair AI license is inherited from Stability AI Non-Commercial license which is named as LICENSE_INHERIT. Meaning, still no commercial use of any kind.