Create README.md

README.md

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+---
+license: other
+license_name: ideogram-4-non-commercial
+license_link: https://huggingface.co/ideogram-ai/ideogram-4-fp8/blob/main/LICENSE.md
+tags:
+  - text-to-image
+  - lora
+  - diffusers
+base_model: ideogram-ai/ideogram-4-fp8
+
+---
+# Ideogram 4 Unconditional LoRA
+
+This is a LoRA that was initialized by extracting the difference of the Ideogram 4 conditional and unconditional model weights. 
+It was further tuned using student teacher training on real data and a loss was performed on a per layer basis to more closely
+match the unconditional model. This can be used on the conditional Ideogram 4 model during the unconditional pass 
+as a replacement to the full 9B paramiter unconditional model. 
+
+Using the full unconditional model will likely yield better results, but this will work as a light weight alternative. It was 
+originally trained to be used in [Ostris AI Toolkit](https://github.com/ostris/ai-toolkit) so samples would be more in line 
+with what the full pipeline would produce without needing to load the entire unconditional model.