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Open-weight model

ZOZ-Function-Master-3B-i1-GGUF

by Team Mradermacher mradermacher/ZOZ-Function-Master-3B-i1-GGUF

weighted/imatrix quants of https://huggingface.co/z51722369/ZOZ-Function-Master-3B For a convenient overview and download list, visit our model page for this model.

Parameters
Context
Weights36.8 GB
Licenseapache-2.0
AccessOpen weights
Monthly Downloads

Model Card

By Team Mradermacher, published under apache-2.0, revision f7fe19532e5b.

weighted/imatrix quants of https://huggingface.co/z51722369/ZOZ-Function-Master-3B For a convenient overview and download list, visit our model page for this model. static quants are available at https://huggingface.co/mradermacher/ZOZ-Function-Master-3B-GGUF If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files. (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) Here is a handy graph by ikawrakow comparing some lower-quality quant And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9…

Read Team Mradermacher's full model card

About

weighted/imatrix quants of https://huggingface.co/z51722369/ZOZ-Function-Master-3B

For a convenient overview and download list, visit our model page for this model.

static quants are available at https://huggingface.co/mradermacher/ZOZ-Function-Master-3B-GGUF

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files.

Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Link Type Size/GB Notes
GGUF imatrix 0.1 imatrix file (for creating your own quants)
GGUF i1-IQ1_S 0.9 for the desperate
GGUF i1-IQ1_M 1.0 mostly desperate
GGUF i1-IQ2_XXS 1.0
GGUF i1-IQ2_XS 1.1
GGUF i1-IQ2_S 1.2
GGUF i1-IQ2_M 1.2
GGUF i1-Q2_K_S 1.3 very low quality
GGUF i1-Q2_K 1.4 IQ3_XXS probably better
GGUF i1-IQ3_XXS 1.4 lower quality
GGUF i1-IQ3_XS 1.5
GGUF i1-Q3_K_S 1.6 IQ3_XS probably better
GGUF i1-IQ3_S 1.6 beats Q3_K*
GGUF i1-IQ3_M 1.6
GGUF i1-Q3_K_M 1.7 IQ3_S probably better
GGUF i1-Q3_K_L 1.8 IQ3_M probably better
GGUF i1-IQ4_XS 1.8
GGUF i1-IQ4_NL 1.9 prefer IQ4_XS
GGUF i1-Q4_0 1.9 fast, low quality
GGUF i1-Q4_K_S 1.9 optimal size/speed/quality
GGUF i1-Q4_K_M 2.0 fast, recommended
GGUF i1-Q4_1 2.1
GGUF i1-Q5_K_S 2.3
GGUF i1-Q5_K_M 2.3
GGUF i1-Q6_K 2.6 practically like static Q6_K

Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):

And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time. Additional thanks to @nicoboss for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.

Identity and Version

Repository
mradermacher/ZOZ-Function-Master-3B-i1-GGUF
Publisher
Team Mradermacher
Task
Not stated by the source
Modality
Other
Library
transformers
Parameters
Not stated by the source
Languages
en
Revision
f7fe19532e5b37635d960fbdc5ddd788d661e261
First published
2026-09-17
Last updated
2026-09-18

Files and Weights

27 files, 36.8 GB in total. The weights are 25 files totalling 36.8 GB in gguf.

Weights25 files · 36.8 GB
Documentation1 file · 6.4 KB
Repository1 file · 3.4 KB
Every file
FileTypeSizeSHA-256
ZOZ-Function-Master-3B.i1-IQ1_M.ggufWeights850.0 MB be64d603cf2a
ZOZ-Function-Master-3B.i1-IQ1_S.ggufWeights791.1 MB 620f05b45308
ZOZ-Function-Master-3B.i1-IQ2_M.ggufWeights1.1 GB 530aff8ab4de
ZOZ-Function-Master-3B.i1-IQ2_S.ggufWeights1.1 GB 6e9d1a7ab6aa
ZOZ-Function-Master-3B.i1-IQ2_XS.ggufWeights1.0 GB 5613278c7188
ZOZ-Function-Master-3B.i1-IQ2_XXS.ggufWeights948.3 MB 102ed8dbd6d5
ZOZ-Function-Master-3B.i1-IQ3_M.ggufWeights1.5 GB 3e5597534858
ZOZ-Function-Master-3B.i1-IQ3_S.ggufWeights1.5 GB c27c72ade45b
ZOZ-Function-Master-3B.i1-IQ3_XS.ggufWeights1.4 GB 66766a4bd46c
ZOZ-Function-Master-3B.i1-IQ3_XXS.ggufWeights1.3 GB a0c3e825201e
ZOZ-Function-Master-3B.i1-IQ4_NL.ggufWeights1.8 GB 9d969e365892
ZOZ-Function-Master-3B.i1-IQ4_XS.ggufWeights1.7 GB e48dc3ff2576
ZOZ-Function-Master-3B.i1-Q2_K.ggufWeights1.3 GB 3a845bbf6d9d
ZOZ-Function-Master-3B.i1-Q2_K_S.ggufWeights1.2 GB faf98a5be5e5
ZOZ-Function-Master-3B.i1-Q3_K_L.ggufWeights1.7 GB 118a2d917b7c
ZOZ-Function-Master-3B.i1-Q3_K_M.ggufWeights1.6 GB 497f59105cad
ZOZ-Function-Master-3B.i1-Q3_K_S.ggufWeights1.5 GB 171c6dee751e
ZOZ-Function-Master-3B.i1-Q4_0.ggufWeights1.8 GB 09fb1cc9e879
ZOZ-Function-Master-3B.i1-Q4_1.ggufWeights2.0 GB 177e90fa8012
ZOZ-Function-Master-3B.i1-Q4_K_M.ggufWeights1.9 GB 04e3b0560270
ZOZ-Function-Master-3B.i1-Q4_K_S.ggufWeights1.8 GB a14ce0809d5d
ZOZ-Function-Master-3B.i1-Q5_K_M.ggufWeights2.2 GB 199a2328b3e3
ZOZ-Function-Master-3B.i1-Q5_K_S.ggufWeights2.2 GB 7527aa1fd965
ZOZ-Function-Master-3B.i1-Q6_K.ggufWeights2.5 GB 910aedcc7d1a
ZOZ-Function-Master-3B.imatrix.ggufWeights3.4 MB 8ebfb4c672e6
README.mdDocumentation6.4 KB
.gitattributesRepository3.4 KB

License and Download

License
apache-2.0
Access
Open weights, no gate
Download size
36.8 GB
Download from Team Mradermacher

Released by Team Mradermacher through its official repository on Hugging Face. Read the license.

Built From

  • Derived from z51722369/ZOZ-Function-Master-3B
  • Quantized from z51722369/ZOZ-Function-Master-3B

Memory Requirements

PrecisionWeights in memory
As published36.8 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.

Questions About ZOZ-Function-Master-3B-i1-GGUF

Can I use ZOZ-Function-Master-3B-i1-GGUF commercially?

Yes. ZOZ-Function-Master-3B-i1-GGUF is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.