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alt.freeweights.gemma / gemma-4-12B-it-MLX-6bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.gemmaSubject:

gemma-4-12B-it-MLX-6bit

Date: 2026-11-14Commit: d5e4baeSigned: 2DC28CC7B26A283B ✓

Any to any model with 12B parameters. Safetensors weights, 9.76 GB in all. Published by lmstudio-community under Apache-2.0.

12B params9.76GBgemma-4-12B-it-MLX-6bitsafetensorspermissive
FactsParams12BSize9.76 GBFormatssafetensorsTaskany to anyLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/gemma-4-12B-it-MLX-6bit
# manifest sha256 adcfff8f0405… · 9.76 GB · 11 files
$ fw verify ./gemma-4-12B-it-MLX-6bit lmstudio-community/gemma-4-12B-it-MLX-6bit
From sourceHosted (signed)lmstudio-community/gemma-4-12B-it-MLX-6bitLast check: 2026-11-14 21:29 UTC
Run at homeGet help

Get help: custom fine-tune or private deploy. We review your setup before we quote.

Quantized of gemma-4-12B-it.

Works with

Run8Fine-tune7Convert8Scan2

Runs with

Ranked by fit to this model (safetensors), then by GitHub stars.

TransformersLocalAItinygradTriton Inference ServerBentoMLCTranslate2ExLlamaV2LitServe
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
9.76 GB
Weights
9.73 GB (safetensors)
Parameters
12B
Formats
safetensors
Task
any to any
License
Apache-2.0 (permissive)
Files
11, each with a sha256
Publisher
lmstudio-community
Added
2026-11-14
Section
alt.freeweights.gemma
Lineage

Original release from the publisher.

Base model: google/gemma-4-12B-it

Where these bytes come from
Publisher at the pinned commit→You

Sources are tried in order. A file counts only when its size and sha256 match the manifest. Sources are checked when you ask for them, not on a timer.

Sources
BadgeHostLast checkResult
From sourcehuggingface.co2026-11-14 21:29 UTCpassed

Model card

From the publisher at commit d5e4bae. Shown as plain text with links; images open at the publisher.

💫 Community Model> gemma-4-12B-it by google#

👾 LM Studio Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on Discord.

Model creator: google

Original model: gemma-4-12B-it

MLX quantization: provided by LM Studio team using mlx_vlm

Technical Details#

6-bit quantized version of gemma-4-12B-it using MLX, optimized for Apple Silicon.

Special thanks#

🙏 Special thanks to the Apple Machine Learning Research team for creating MLX.

Disclaimers#

LM Studio is not the creator, originator, or owner of any Model featured in the Community Model Program. Each Community Model is created and provided by third parties. LM Studio does not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Community Model. You understand that Community Models can produce content that might be offensive, harmful, inaccurate or otherwise inappropriate, or deceptive. Each Community Model is the sole responsibility of the person or entity who originated such Model. LM Studio may not monitor or control the Community Models and cannot, and does not, take responsibility for any such Model. LM Studio disclaims all warranties or guarantees about the accuracy, reliability or benefits of the Community Models. LM Studio further disclaims any warranty that the Community Model will meet your requirements, be secure, uninterrupted or available at any time or location, or error-free, viruses-free, or that any errors will be corrected, or otherwise. You will be solely responsible for any damage resulting from your use of or access to the Community Models, your downloading of any Community Model, or use of any other Community Model provided by or through LM Studio.

Files

11 files · 9.76 GBWeights 9.73 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 11 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.27 KB14fab694a586e74cc0cf6dfc649ed71ea53c29786e0f324aeb9e10a85fb7b27e
chat_template.jinja17.5 KB36e3a42e5cf14cd0020e72d92e1fdd9970f59b82170e421f0cbe1bb42bead3f0
config.json5.89 KB46eed992ac72913d8bb7e523ce140869ce7555f28ae20f1ae0fd4dd5bb5e3d5c
generation_config.json260 Ba8349d9bd64cc5841297fcb5002f0fdc4749c473c8f1b10ea337f9ce4ee7014e
model-00001-of-00002.safetensors5.33 GBaba210ac56dc4fbce8dbcc06dc083a9d9bdc7ec4755d6be302fe41c603f11bfe
model-00002-of-00002.safetensors4.40 GBd9b7f652f7aab6bcce33bb315818d835400f8cd45047f3703ba6f6220846875f
model.safetensors.index.json135 KB984e1d4efe68dab246b13bea7897e75948e0ef187f26d3d9106b8a8460f88efa
processor_config.json868 B016a1db9c4f41ea0c61919c46855ea5e7c45c6e4ae4bfbedfb5b6bed79a2fe92
tokenizer.json32.2 MBcc8d3a0ce36466ccc1278bf987df5f71db1719b9ca6b4118264f45cb627bfe0f
tokenizer_config.json21.9 KB922a1be5d9d281777ddcd3050f54deb9aebbefbac247523d8ca8eff0f2564103
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
d5e4baea23 pinned now manifest updated, same commit2026-11-14 21:29 UTC11 files · 9.76 GB
d5e4baea232026-11-14 21:29 UTC11 files · 9.76 GB

Use it

$ fw get lmstudio-community/gemma-4-12B-it-MLX-6bit
# manifest sha256 adcfff8f0405… · 9.76 GB · 11 files
$ fw verify ./gemma-4-12B-it-MLX-6bit lmstudio-community/gemma-4-12B-it-MLX-6bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/gemma-4-12B-it-MLX-6bit.json --dir ./gemma-4-12B-it-MLX-6bit $ python3 fw.py verify ./gemma-4-12B-it-MLX-6bit ./lmstudio-community__gemma-4-12B-it-MLX-6bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/gemma-4-12B-it-MLX-6bit --revision d5e4baea238efac1b339c03d8d587915df543ae5 --local-dir ./gemma-4-12B-it-MLX-6bit
Run at home

License

Name
Apache License 2.0
Id
Apache-2.0
Class
Permissive
Redistribution
yes
Listing
Hosted (signed)
Decided
License as declared by the publisher. No person read it. 2026-11-14
Text in
README.md
Text sha256
14fab694a586e74cc0cf6dfc649ed71ea53c29786e0f324aeb9e10a85fb7b27e
Terms gate
No extra terms beyond the license.

Read the license text

Licenses are checked against the license table. A custom license passes only after a person reads it.

Provenance

From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.gemmaSubject: gemma-4-12B-it-MLX-6bitDate: 2026-11-14Commit: d5e4baeSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/gemma-4-12B-it-MLX-6bit
Pinned commit
d5e4baea238efac1b339c03d8d587915df543ae5
Manifest
gemma-4-12B-it-MLX-6bit.json · .minisig
Manifest sha256
adcfff8f0405048112f60504ec16835075ffae86a6c04017c644bcf294e598e0
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 21:29 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/gemma-4-12B-it-MLX-6bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/gemma-4-12B-it-MLX-6bit.json.minisig $ minisign -Vm gemma-4-12B-it-MLX-6bit.json -P RWQ7KGqyx4zCLXtUFOqvfv8L3g+8fpKJ1FsuxPyOYMF+4KufbUxKq1Oq $ shasum -a 256 <file> # compare with the Files tab

A manifest whose signature fails must be rejected. A file whose size or sha256 does not match must be discarded. Verify a download

Model tree

Parent

google/gemma-4-12B-it · this model is a quantization of it

No model in the catalog names this one as its parent.

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/gemma-4-12B-it-MLX-6bit
Open in Freeweights Studio

Pull, verify and run it in the Allternit app on Desktop, web or phone.

Signed manifest
minisign, key 2DC28CC7B26A283B. gemma-4-12B-it-MLX-6bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/gemma-4-12B-it-MLX-6bit

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