CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.gemma / gemma-4-31b-it-6bit
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.gemmaSubject:

gemma-4-31b-it-6bit

Date: 2026-11-15Commit: 7d13b58Signed: 2DC28CC7B26A283B ✓

Image text to text model with 31.3B parameters. Safetensors weights, 26.1 GB in all. Published by mlx-community under Apache-2.0.

31.3B params26.1GBgemma-4-31b-it-6bitsafetensorspermissive
FactsParams31.3BSize26.1 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/gemma-4-31b-it-6bit
# manifest sha256 d4a9d16c32fe… · 26.1 GB · 14 files
$ fw verify ./gemma-4-31b-it-6bit mlx-community/gemma-4-31b-it-6bit
From sourceHosted (signed)mlx-community/gemma-4-31b-it-6bitLast check: 2026-11-15 05:13 UTC
Run at homeGet help

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

Quantized of gemma-4-31B-it.

Works with

Run23Fine-tune29Convert15Evaluate13Scan13Apps62
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
26.1 GB
Weights
26.1 GB (safetensors)
Parameters
31.3B
Formats
safetensors
Task
image text to text
License
Apache-2.0 (permissive)
Files
14, each with a sha256
Publisher
mlx-community
Added
2026-11-15
Section
alt.freeweights.gemma
Lineage

Original release from the publisher.

Base model: google/gemma-4-31B-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.co2026-11-15 05:13 UTCpassed

Model card

From the publisher at commit 7d13b58. Shown as plain text with links; images open at the publisher.

mlx-community/gemma-4-31b-it-6bit#

This model was converted to MLX format from google/gemma-4-31B-it at revision 3548789868c5356dbf307c98e6f609007b82b3eb.

It was generated from the current mlx-vlm source checkout.

Use with mlx-vlm#

pip install -U mlx-vlm
mlx_vlm.generate --model mlx-community/gemma-4-31b-it-6bit --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

Files

14 files · 26.1 GBWeights 26.1 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 14 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md733 B041b487121f8ff6c03c6a40fb970e15eb8eed9987783f8987aa7fad3f31808d4
chat_template.jinja17.5 KB36e3a42e5cf14cd0020e72d92e1fdd9970f59b82170e421f0cbe1bb42bead3f0
config.json6.05 KB62121a95e4185b9121a621540c03e690771125686e1435ab3234f1ff5ed79bec
generation_config.json208 Bd4226bbe3117d2d253ba4609720ba82c6c4ce4627a9a6ae05387c78983ac03de
model-00001-of-00005.safetensors5.28 GB4080dfeb5feff99e8dddb3141a63a6c43f379bc0d0b9356f7fea6e9a7501601b
model-00002-of-00005.safetensors5.29 GB480429a84179090cb54dd3a3d340c52abf96659f77d0e909bfa200b6a74e6ce6
model-00003-of-00005.safetensors5.35 GB4d49f48f0398685dbfea5d4a8c53ffad8d5497af615d5e40d4a1630b9a528985
model-00004-of-00005.safetensors5.34 GBa25551dc05ab7c4e0b5480c79108bf74629bff15bd1dd8cb1e99bd0d5bbd1e8e
model-00005-of-00005.safetensors4.83 GBc422dcef1fc432934d929ce1450f63241dc9602a4c9a2038f7cc893e9d684600
model.safetensors.index.json205 KB4b7fb00db892277bfacf7380598f36df5f95c7ed05b23fc08dc7ee4c5488ca33
processor_config.json1.32 KBde3e580aebdc98272d4c4547daffe6525fcbae18a83a0e0bcf0d7444d4ee6f37
tokenizer.json32.2 MBcc8d3a0ce36466ccc1278bf987df5f71db1719b9ca6b4118264f45cb627bfe0f
tokenizer_config.json2.74 KB080d9e1aff284e2f6043889cd05367966f7c7b80e025fbc0b06745e218158656
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
7d13b589b7 pinned now2026-11-15 05:13 UTC14 files · 26.1 GB

Use it

$ fw get mlx-community/gemma-4-31b-it-6bit
# manifest sha256 d4a9d16c32fe… · 26.1 GB · 14 files
$ fw verify ./gemma-4-31b-it-6bit mlx-community/gemma-4-31b-it-6bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/gemma-4-31b-it-6bit.json --dir ./gemma-4-31b-it-6bit $ python3 fw.py verify ./gemma-4-31b-it-6bit ./mlx-community__gemma-4-31b-it-6bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/gemma-4-31b-it-6bit --revision 7d13b589b7260ba361377b41693a6fdb82b1e06f --local-dir ./gemma-4-31b-it-6bit
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForImageTextToText, AutoProcessor processor = AutoProcessor.from_pretrained("mlx-community/gemma-4-31b-it-6bit", revision="7d13b589b7260ba361377b41693a6fdb82b1e06f") model = AutoModelForImageTextToText.from_pretrained("mlx-community/gemma-4-31b-it-6bit", revision="7d13b589b7260ba361377b41693a6fdb82b1e06f", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/gemma-4-31b-it-6bit --revision 7d13b589b7260ba361377b41693a6fdb82b1e06f
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. 2026-11-15
Text in
README.md
Text sha256
041b487121f8ff6c03c6a40fb970e15eb8eed9987783f8987aa7fad3f31808d4
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: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.gemmaSubject: gemma-4-31b-it-6bitDate: 2026-11-15Commit: 7d13b58Signed: 2DC28CC7B26A283B ✓
Upstream
mlx-community/gemma-4-31b-it-6bit
Pinned commit
7d13b589b7260ba361377b41693a6fdb82b1e06f
Manifest
gemma-4-31b-it-6bit.json · .minisig
Manifest sha256
d4a9d16c32fe8499156a5ffa0a1dcb964d1afe1852373822c9e7245f22c9c28a
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:13 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/gemma-4-31b-it-6bit.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/gemma-4-31b-it-6bit.json.minisig $ minisign -Vm gemma-4-31b-it-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-4-31B-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 mlx-community/gemma-4-31b-it-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-4-31b-it-6bit.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/gemma-4-31b-it-6bit

Related models

All of alt.freeweights.gemma →
From: laion <huggingface.co/laion>Subject: Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r128
From: laion <huggingface.co/laion>Subject: Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r64
From: laion <huggingface.co/laion>Subject: Alexandria-Gemma-4-12B-it-Qwen27-Knowledge-Units-LoRA-r128
From: laion <huggingface.co/laion>Subject: Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r128
From: laion <huggingface.co/laion>Subject: Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r64
From: laion <huggingface.co/laion>Subject: Alexandria-Gemma-4-E4B-it-Qwen27-Knowledge-Units-LoRA-r128