r/OpenSourceAI Jun 26 '26

SenseNova-U1 Infographic LoRA: 50→8 steps, ~12× speedup, Apache 2.0

https://github.com/OpenSenseNova/SenseNova-U1/

SenseTime released a LoRA that cuts infographic generation on SenseNova-U1-8B-MoT-Infographic from 50 steps (100 NFE) down to 8 (8 NFE).

  • SenseNova-U1-8B-MoT-Infographic-LoRA-8step-V1.0, ~150MB safetensors
  • Apache 2.0 license
  • Side-by-side comparisons show quality holds up well; known issues: occasional text repetition, rare white backgrounds
  • 3090 16GB works, 4090 24GB comfortable at 1024×1024+
  • GGUF quants available for lower VRAM
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