gguf-desktop (llm/diffusion)

run it with gguf-desktop: diffusion (experimental - support various models and clips)

Prompt

A crystal dragon soaring through an aurora borealis sky, its entire body made of transparent faceted crystal refracting the green and purple aurora light into rainbow spectra, ice particles trailing from its wings, high fantasy digital art

DIY: experimental built-in quantization tool (see below)

or run it with stable-diffusion.cpp

get gpt-oss-20b, i.e.,mxfp4, for llm/text-encoder

lens

.\sd-cli.exe --diffusion-model lens-iq4_xs.gguf --llm gpt-oss-20b-mxfp4.gguf --vae pig_flux2_vae_fp32-f16.gguf --cfg-scale 5.0  -p "A crystal dragon soaring through an aurora borealis sky, its entire body made of transparent faceted crystal refracting the green and purple aurora light into rainbow spectra, ice particles trailing from its wings, high fantasy digital art" --diffusion-fa -v

lens-lite

.\sd-cli.exe --diffusion-model lens_lite-q6_k.gguf --llm gpt-oss-20b-mxfp4.gguf --vae pig_flux2_vae_fp32-f16.gguf --cfg-scale 3.5  -p "A crystal dragon soaring through an aurora borealis sky, its entire body made of transparent faceted crystal refracting the green and purple aurora light into rainbow spectra, ice particles trailing from its wings, high fantasy digital art" --diffusion-fa -v --steps 8

lens-turbo

.\sd-cli.exe --diffusion-model lens_turbo-iq4_nl.gguf --llm gpt-oss-20b-mxfp4.gguf --vae pig_flux2_vae_fp32-f16.gguf --cfg-scale 1.0  -p "A crystal dragon soaring through an aurora borealis sky, its entire body made of transparent faceted crystal refracting the green and purple aurora light into rainbow spectra, ice particles trailing from its wings, high fantasy digital art" --diffusion-fa -v --steps 4

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GGUF

Model size

4B params

Architecture

pig

Hardware compatibility

4-bit

6-bit

8-bit

16-bit

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