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Train a Qwen-Image-2.1 LoRA on a 12 GB GPU and 32 GB of RAM — NF4 weights kept in VRAM, no CPU offload, 500 steps in 12 minutes. Unofficial — not affiliated with Alibaba or Tongyi.
Single-GPU full fine-tuning & LoRA of Krea 2 Raw (12.8B) for an anime illustration style: training code, AdafactorSR (stochastic rounding), GGUF quantization, 16 GB ComfyUI tests, technical report