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
so samples would be more in line
with what the full pipeline would produce without needing to load the entire unconditional model.
Runs of ostris ideogram_4_unconditional_lora on huggingface.co
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3-day runs
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-1.2K
30-day runs
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