A user conducted an extensive test to determine the best base models for training LoRAs (Low-Rank Adaptation) for AI image generation. After four days of continuous GPU usage, the user found Ideogram to be the top performer, followed by Flux 1 Dev and Krea 2. The testing involved training on diverse subjects, including generic white women and individuals from South Asian and Black communities, to assess model performance and identify potential overtraining or biases. The user plans to switch their primary pipeline to Ideogram due to its significant improvement over Flux 1 Dev, though they noted that Flux 2 Dev yielded poor results and was difficult to train. AI
IMPACT Identifies top-performing models for LoRA training, potentially guiding users towards more efficient AI image generation workflows.
RANK_REASON User-conducted research comparing AI models for a specific task (LoRA training). [lever_c_demoted from research: ic=1 ai=1.0]
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