Lightx2v releases Qwen-Image-2.1 Lightning: 4-step distilled LoRA trained on Ascend 910B

LysandreJik · x · 2026-10-14

Lightx2v released Qwen-Image-2.1 Lightning, a 4-step distilled LoRA for Qwen-Image-2.1 supporting text-to-image and image editing, trained with DMD entirely on 16 Huawei Ascend 910B NPUs. The HF model card provides Diffusers BF16 inference examples using a dynamic exponential-shifting noise schedule (4 steps, sigmas [1.0, 0.75, 0.5, 0.25], truecfgscale=1.0, no KV cache); training keeps latents in FP32 so BF16 results may differ. Weights and a demo Space are open-sourced.

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