We are working on research and applications of new machine learning techniques, introducing new patterns that will replace LoRa model training for industrial fashion standards. Throughout 2026, we are deploying raw architectures with LoRa ranks 128/64, 256/128, 384/128, 512/256, and 512/512. These will be applied to SDXL, Illustrious, and Pony models, joining the high-rank configurations already available for Flux. Naturally, we are training models for SD1.5, SDXL, Illustrious, Pony, Flux.1 Dev, and other new models. For users with modest hardware, expect a wide range of optimized models.