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Open-weight model

AstaBrief_8B-GGUF

by Team Mradermacher mradermacher/AstaBrief_8B-GGUF

AstaBrief_8B-GGUF is an open-weight model from Team Mradermacher, released under Apache License 2.0. Its published files total 73.4 GB.

static quants of https://huggingface.co/allenai/AstaBrief8B For a convenient overview and download list, visit our model page for this model.

Parameters—
Context—
Weights73.4 GB
Licenseapache-2.0
AccessOpen weights
Monthly Downloads—

Model Card

By Team Mradermacher, published under apache-2.0, revision a40b9eb85c6e.

static quants of https://huggingface.co/allenai/AstaBrief8B For a convenient overview and download list, visit our model page for this model. weighted/imatrix quants are available at https://huggingface.co/mradermacher/AstaBrief8B-i1-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

static quants of https://huggingface.co/allenai/AstaBrief_8B

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

weighted/imatrix quants are available at https://huggingface.co/mradermacher/AstaBrief_8B-i1-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 Q2_K 3.4
GGUF Q3_K_S 3.9
GGUF Q3_K_M 4.2 lower quality
GGUF Q3_K_L 4.5
GGUF IQ4_XS 4.7
GGUF Q4_K_S 4.9 fast, recommended
GGUF Q4_K_M 5.1 fast, recommended
GGUF Q5_K_S 5.8
GGUF Q5_K_M 6.0
GGUF Q6_K 6.8 very good quality
GGUF Q8_0 8.8 fast, best quality
GGUF f16 16.5 16 bpw, overkill

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.

Identity and Version

Repository
mradermacher/AstaBrief_8B-GGUF
Publisher
Team Mradermacher
Task
Not stated by the source
Modality
Other
Library
transformers
Parameters
Not stated by the source
Languages
en
Revision
a40b9eb85c6e349898737726b4b9ee69688b63a3
First published
2026-10-02
Last updated
2026-10-03

Files and Weights

14 files, 73.4 GB in total. The weights are 12 files totalling 73.4 GB in gguf.

Weights12 files · 73.4 GB
Documentation1 file · 3.5 KB
Repository1 file · 2.2 KB
Every file
FileTypeSizeSHA-256
AstaBrief_8B.IQ4_XS.ggufWeights4.6 GB f3e2c87d7e62
AstaBrief_8B.Q2_K.ggufWeights3.3 GB 550b2368fd75
AstaBrief_8B.Q3_K_L.ggufWeights4.4 GB 0ae91ca53eef
AstaBrief_8B.Q3_K_M.ggufWeights4.1 GB ac034a11ee95
AstaBrief_8B.Q3_K_S.ggufWeights3.8 GB 4912a48b2735
AstaBrief_8B.Q4_K_M.ggufWeights5.0 GB 1df1265b9715
AstaBrief_8B.Q4_K_S.ggufWeights4.8 GB 4547a9054a73
AstaBrief_8B.Q5_K_M.ggufWeights5.9 GB a8889814a187
AstaBrief_8B.Q5_K_S.ggufWeights5.7 GB ecc4f6cc0968
AstaBrief_8B.Q6_K.ggufWeights6.7 GB 140c33a19e6a
AstaBrief_8B.Q8_0.ggufWeights8.7 GB c199cbac2ccc
AstaBrief_8B.f16.ggufWeights16.4 GB eb9a47600b8a
README.mdDocumentation3.5 KB —
.gitattributesRepository2.2 KB —

License and Download

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

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

Built From

  • Derived from allenai/AstaBrief_8B
  • Quantized from allenai/AstaBrief_8B
  • Trained on (disclosed) allenai/AstaBrief_DPO_Mix

Memory Requirements

PrecisionWeights in memory
As published73.4 GB

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

Questions About AstaBrief_8B-GGUF

Can I use AstaBrief_8B-GGUF commercially?

Yes. AstaBrief_8B-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.