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Open-weight model

artex-coder-7b-i1-GGUF

by Team Mradermacher mradermacher/artex-coder-7b-i1-GGUF

artex-coder-7b-i1-GGUF is an open-weight model from Team Mradermacher, released under Apache License 2.0. Its published files total 48.7 GB.

weighted/imatrix quants of https://huggingface.co/0XARTEX/artex-coder-7b For a convenient overview and download list, visit our model page for this model.

Parameters—
Context—
Weights48.7 GB
Licenseapache-2.0
AccessOpen weights
Monthly Downloads—

Model Card

By Team Mradermacher, published under apache-2.0, revision 1b95b0bc7a9c.

weighted/imatrix quants of https://huggingface.co/0XARTEX/artex-coder-7b For a convenient overview and download list, visit our model page for this model. static quants are available at https://huggingface.co/mradermacher/artex-coder-7b-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 See…

Read Team Mradermacher's full model card

About

weighted/imatrix quants of https://huggingface.co/0XARTEX/artex-coder-7b

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

static quants are available at https://huggingface.co/mradermacher/artex-coder-7b-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-Q2_K 3.1 IQ3_XXS probably better

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/artex-coder-7b-i1-GGUF
Publisher
Team Mradermacher
Task
Not stated by the source
Modality
Other
Library
transformers
Parameters
Not stated by the source
Languages
en, id
Revision
1b95b0bc7a9ca2c97126baf2263fd786c11b3e95
First published
2026-10-09
Last updated
2026-10-09

Files and Weights

16 files, 48.7 GB in total. The weights are 14 files totalling 48.7 GB in gguf.

Weights14 files · 48.7 GB
Documentation1 file · 2.6 KB
Repository1 file · 2.4 KB
Every file
FileTypeSizeSHA-256
artex-coder-7b.i1-IQ1_M.ggufWeights2.0 GB a046e993a328
artex-coder-7b.i1-IQ2_M.ggufWeights2.8 GB 4e4ae734e29b
artex-coder-7b.i1-IQ3_M.ggufWeights3.6 GB e667054cfd12
artex-coder-7b.i1-IQ3_XXS.ggufWeights3.1 GB 29079aa135b5
artex-coder-7b.i1-IQ4_NL.ggufWeights4.4 GB 99c08bef5c5b
artex-coder-7b.i1-IQ4_XS.ggufWeights4.2 GB 9a6594548387
artex-coder-7b.i1-Q2_K.ggufWeights3.0 GB a686768b29e9
artex-coder-7b.i1-Q2_K_S.ggufWeights2.8 GB c116166ee2ba
artex-coder-7b.i1-Q3_K_M.ggufWeights3.8 GB 47c3f5cf4dda
artex-coder-7b.i1-Q3_K_S.ggufWeights3.5 GB 1dfbaaffdc2e
artex-coder-7b.i1-Q4_K_M.ggufWeights4.7 GB cc1c209ac7d9
artex-coder-7b.i1-Q4_K_S.ggufWeights4.5 GB 493567460888
artex-coder-7b.i1-Q6_K.ggufWeights6.3 GB 338cedf9618d
artex-coder-7b.imatrix.ggufWeights4.6 MB 35cf3039181d
README.mdDocumentation2.6 KB —
.gitattributesRepository2.4 KB —

License and Download

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

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

Built From

  • Adapter of 0XARTEX/artex-coder-7b
  • Derived from 0XARTEX/artex-coder-7b
  • Trained on (disclosed) ise-uiuc/Magicoder-OSS-Instruct-75K

Memory Requirements

PrecisionWeights in memory
As published48.7 GB

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

Questions About artex-coder-7b-i1-GGUF

Can I use artex-coder-7b-i1-GGUF commercially?

Yes. artex-coder-7b-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.