TechOct 30, 2026Comparing Anima Ref Adapter v2 and Role-Ref-KV on M1 Max: v2 Ran 3x Faster Than Pilot on Turbo and Avoided 4koma CollapseBenchmarked Anima Ref Adapter v2 and Role-Ref-KV on M1 Max across Base, Aesthetic, Turbo, and 2.9B. Tested character consistency, generation speed, and whether CharRef-LLLite can pair with Role-Ref-KV for pose control.AIImage GenerationComfyUIAnimaAnima-BaseLoRAQwenApple SiliconExperiments