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gguf-org/lens-gguf overview

gguf desktop llm/diffusion screenshot https://raw.githubusercontent.com/gguf org/gguf desktop/master/demo7.gif run it with gguf desktop: diffusion https://gith…

ggufbase_model:microsoft/Lensbase_model:quantized:microsoft/Lenslicense:mitregion:us

Runs locally from ~160.5 MB disk (4 GB VRAM class GPUs with llama.cpp / guIDE).

Downloads
1,376
Likes
4
Pipeline
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Repository Files & Downloads

10 GGUF files detected
Direct downloads for local inference
FileTypeQuantizationSizeLink
lens-iq4_nl.ggufGGUFIQ4_NL2.22 GBDownload
lens-iq4_xs.ggufGGUFIQ4_XS2.10 GBDownload
lens_lite-q6_k.ggufGGUFQ6_K3.16 GBDownload
lens_turbo-iq4_nl.ggufGGUFIQ4_NL2.22 GBDownload
lens_turbo-iq4_xs.ggufGGUFIQ4_XS2.10 GBDownload
lens_turbo-mxfp4_moe.ggufGGUFGGUF2.10 GBDownload
lens_turbo-nvfp4.ggufGGUFGGUF2.22 GBDownload
lens_turbo-q4_0.ggufGGUFQ4_02.22 GBDownload
lens_turbo-q8_0.ggufGGUFQ8_04.11 GBDownload
pig_flux2_vae_fp32-f16.ggufGGUFF16160.5 MBDownload

Model Details

Model IDgguf-org/lens-gguf
Authorgguf-org
Pipeline
Licensemit
Base modelmicrosoft/Lens
Last modified2026-06-21T00:46:11.000Z

Model README

---

license: mit

base_model:

  • microsoft/Lens

widget:

  • text: >-

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

output:

url: gguf-20260605-035927.png

  • text: >-

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

output:

url: gguf-20260605-040051.png

  • text: >-

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

output:

url: gguf-20260609-131955.png

---

gguf-desktop (llm/diffusion)

!screenshot

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

<Gallery />

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

!screenshot

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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