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alt.freeweights.gemma / gemma-4-E2B-it-MLX-6bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.gemmaSubject:

gemma-4-E2B-it-MLX-6bit

Date: 2026-11-14Commit: 423c6beSigned: 2DC28CC7B26A283B ✓

Any to any model with 5.1B parameters. Safetensors weights, 5.15 GB in all. Published by lmstudio-community under Apache-2.0.

5.1B params5.15GBgemma-4-E2B-it-MLX-6bitsafetensorspermissive
FactsParams5.1BSize5.15 GBFormatssafetensorsTaskany to anyLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/gemma-4-E2B-it-MLX-6bit
# manifest sha256 d201b4109a3b… · 5.15 GB · 10 files
$ fw verify ./gemma-4-E2B-it-MLX-6bit lmstudio-community/gemma-4-E2B-it-MLX-6bit
From sourceHosted (signed)lmstudio-community/gemma-4-E2B-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-E2B-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
5.15 GB
Weights
5.11 GB (safetensors)
Parameters
5.1B
Formats
safetensors
Task
any to any
License
Apache-2.0 (permissive)
Files
10, 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-E2B-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 423c6be. Shown as plain text with links; images open at the publisher.

💫 Community Model> gemma-4-E2B-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-E2B-it

MLX quantization: provided by LM Studio team using mlx_vlm

Technical Details#

6-bit quantized version of gemma-4-E2B-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

10 files · 5.15 GBWeights 5.11 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 10 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.27 KB59423456628cd52d940771c876919442c1679340df683f4eb6a15fee9fd95046
chat_template.jinja16.3 KB781d10940fbc44be40064b5d43a056fc486c84ceaa55538226368b57314132bf
config.json31.2 KBba2976fb8d8123ee7d23911a22b86adb7d7df64b96f4992a80035d02e9873c2c
generation_config.json208 Bd4226bbe3117d2d253ba4609720ba82c6c4ce4627a9a6ae05387c78983ac03de
model.safetensors5.11 GB96ffca5a742d6ce9ac0c17713e2f942d85b5bc2c8c5aec71603044a3d67534f3
model.safetensors.index.json231 KB7e2bf5f6b12fafdeac62047124905dc00eb9241cf9752c339a561ed331c31dcf
processor_config.json902 B1bd0d00776284f369c1eff5fb631e865dfcdca861e0b7d60dbef27fcf37436a8
tokenizer.json32.2 MBcc8d3a0ce36466ccc1278bf987df5f71db1719b9ca6b4118264f45cb627bfe0f
tokenizer_config.json21.7 KB16f4a5a617a11af24b4bf474109800989e7d2b5b1ca22f73a561ec2398308e8d
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
423c6be168 pinned now manifest updated, same commit2026-11-14 21:29 UTC10 files · 5.15 GB
423c6be1682026-11-14 21:29 UTC10 files · 5.15 GB

Use it

$ fw get lmstudio-community/gemma-4-E2B-it-MLX-6bit
# manifest sha256 d201b4109a3b… · 5.15 GB · 10 files
$ fw verify ./gemma-4-E2B-it-MLX-6bit lmstudio-community/gemma-4-E2B-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-E2B-it-MLX-6bit.json --dir ./gemma-4-E2B-it-MLX-6bit $ python3 fw.py verify ./gemma-4-E2B-it-MLX-6bit ./lmstudio-community__gemma-4-E2B-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-E2B-it-MLX-6bit --revision 423c6be1683cc66d18f54b9eac04d6174d5328b8 --local-dir ./gemma-4-E2B-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
59423456628cd52d940771c876919442c1679340df683f4eb6a15fee9fd95046
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-E2B-it-MLX-6bitDate: 2026-11-14Commit: 423c6beSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/gemma-4-E2B-it-MLX-6bit
Pinned commit
423c6be1683cc66d18f54b9eac04d6174d5328b8
Manifest
gemma-4-E2B-it-MLX-6bit.json · .minisig
Manifest sha256
d201b4109a3bdc1baa8d754b8afcb279e791c0328de00891528b4f6b46f2a138
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-E2B-it-MLX-6bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/gemma-4-E2B-it-MLX-6bit.json.minisig $ minisign -Vm gemma-4-E2B-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-E2B-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-E2B-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-E2B-it-MLX-6bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/gemma-4-E2B-it-MLX-6bit

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