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Open-weight model

Behemoth-X-123B-v2.2-i1-GGUF

by Team Mradermacher mradermacher/Behemoth-X-123B-v2.2-i1-GGUF

Behemoth-X-123B-v2.2-i1-GGUF is an open-weight model from Team Mradermacher. Its published files total 598.7 GB.

weighted/imatrix quants of https://huggingface.co/TheDrummer/Behemoth-X-123B-v2.2 For a convenient overview and download list, visit our model page for this model.

Parameters—
Context—
Weights498.1 GB
License—
AccessOpen weights
Monthly Downloads—

Model Card

weighted/imatrix quants of https://huggingface.co/TheDrummer/Behemoth-X-123B-v2.2 For a convenient overview and download list, visit our model page for this model. static quants are available at https://huggingface.co/mradermacher/Behemoth-X-123B-v2.2-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…

Excerpt from the card by Team Mradermacher.

Identity and Version

Repository
mradermacher/Behemoth-X-123B-v2.2-i1-GGUF
Publisher
Team Mradermacher
Task
Not stated by the source
Modality
Other
Library
transformers
Parameters
Not stated by the source
Languages
en
Revision
fdfa08e834e12abb445d2720bca6cb3b03ec4ccf
First published
2026-10-09
Last updated
2026-10-10

Files and Weights

15 files, 598.7 GB in total. The weights are 10 files totalling 498.1 GB in gguf.

Weights10 files · 498.1 GB
Documentation1 file · 4.1 KB
Other3 files · 100.6 GB
Repository1 file · 2.5 KB
Every file
FileTypeSizeSHA-256
Behemoth-X-123B-v2.2.i1-IQ2_M.ggufWeights41.6 GB 5379604dac5a
Behemoth-X-123B-v2.2.i1-IQ3_M.ggufWeights55.3 GB 879d419637d0
Behemoth-X-123B-v2.2.i1-IQ3_XXS.ggufWeights47.0 GB ef89acd5a7e3
Behemoth-X-123B-v2.2.i1-IQ4_XS.ggufWeights65.4 GB 4ac15242d232
Behemoth-X-123B-v2.2.i1-Q2_K.ggufWeights45.2 GB b88a4d73600a
Behemoth-X-123B-v2.2.i1-Q2_K_S.ggufWeights41.6 GB 5f3f89de9a54
Behemoth-X-123B-v2.2.i1-Q3_K_M.ggufWeights59.1 GB 95b4e42b7e5e
Behemoth-X-123B-v2.2.i1-Q4_K_M.ggufWeights73.2 GB 15857dec7c2c
Behemoth-X-123B-v2.2.i1-Q4_K_S.ggufWeights69.6 GB 679ba4e871c6
Behemoth-X-123B-v2.2.imatrix.ggufWeights36.1 MB 721d483c4d27
README.mdDocumentation4.1 KB —
Behemoth-X-123B-v2.2.i1-Q6_K.gguf.part1of3Other34.4 GB 0a78ef9febc8
Behemoth-X-123B-v2.2.i1-Q6_K.gguf.part2of3Other34.4 GB d28d76287237
Behemoth-X-123B-v2.2.i1-Q6_K.gguf.part3of3Other31.9 GB 18bae6a765e7
.gitattributesRepository2.5 KB —

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
498.1 GB
Download from Team Mradermacher

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

Built From

  • Derived from TheDrummer/Behemoth-X-123B-v2.2
  • Quantized from TheDrummer/Behemoth-X-123B-v2.2

Memory Requirements

PrecisionWeights in memory
As published498.1 GB

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