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ProductsHugging Face BlogFrom the source·· 2026-07-23Picks

Diffusers adds native support for Nunchaku 4-bit diffusion inference

Bringing Nunchaku 4-bit Diffusion Inference to Diffusers

What happened

Hugging Face has added Nunchaku Lite to Diffusers, allowing users to load Nunchaku SVDQuant 4-bit checkpoints directly with `from_pretrained()` without a custom pipeline or local CUDA compilation.

Why it matters

The article reports how to load Nunchaku Lite in Diffusers, along with VRAM and latency comparisons, helping readers assess the practical requirements for running diffusion models on consumer GPUs.

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