Research Scientist with Experimental AMO Physics background.
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¡NOTE! *New Update* (04/09/2025)
Added ability to test style models and fixed gui path variables.
Please see Civitai/GitHub pages for more details. (>'.')>[<3]
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A "General Accuracy Score" (GAS) has been developed to quantify a model's ability to recreate the likeness of a trained subject, as compared to another one with similar hyperparameters (training or image generation). Statistical weighing methods are leveraged to characterize different important aspects of a given model's data distribution.
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A "Mean General Accuracy Score" (MGAS) expands upon the previous, taking the results from the various weight-based-GAS characterizations and combining them through the Mean-GAS. More than two models can be compared through a Multi-Model Round-Robin tournament.
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Please check the article out and let me know what you think! ദ്ദി(ᵔᗜᵔ)