A benchmark of Krea 2 Turbo model formats in ComfyUI reveals that the INT8 ConvRot format offers the best balance of speed and quality, particularly at higher resolutions. While BF16 provides the highest fidelity, INT8 ConvRot is the closest quantized option and significantly faster. The benchmark also highlighted that smaller file sizes do not always equate to faster generation speeds, with some smaller formats performing worse than larger ones. AI
IMPACT Provides insights into optimizing AI model performance for image generation tasks, guiding users on format selection for speed and quality.
RANK_REASON Benchmark results for AI model formats.
- bfloat16
- ComfyUI
- Fp8
- RTX 4060 Ti
- INT8 ConvRot
- Krea 2 Turbo
- MXFP8
- NVFP4
- StableDiffusion
- FP8 Scaled
- NVIDIA RTX PRO 6000 Blackwell
- Qwen3VL 4B BF16
- Qwen Image VAE
AI-generated summary · Google Gemini · from 2 sources. How we write summaries →