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alt.freeweights.gemma / gemma-4-31b-it-bf16
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.gemmaSubject:

gemma-4-31b-it-bf16

Date: 2026-11-15Commit: 3cbbecaSigned: 2DC28CC7B26A283B ✓

Image text to text model with 31.3B parameters. Safetensors weights, 62.6 GB in all. Published by mlx-community under Apache-2.0.

31.3B params62.6GBgemma-4-31b-it-bf16safetensorspermissive
FactsParams31.3BSize62.6 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/gemma-4-31b-it-bf16
# manifest sha256 dea93bb0c70d… · 62.6 GB · 21 files
$ fw verify ./gemma-4-31b-it-bf16 mlx-community/gemma-4-31b-it-bf16
From sourceHosted (signed)mlx-community/gemma-4-31b-it-bf16Last check: 2026-11-15 03:35 UTC
Run at homeGet help

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

Fine-tune of gemma-4-31B-it.

Works with

Run23Fine-tune29Convert15Evaluate13Scan13Apps62
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
62.6 GB
Weights
62.5 GB (safetensors)
Parameters
31.3B
Formats
safetensors
Task
image text to text
License
Apache-2.0 (permissive)
Files
21, 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 03:35 UTCpassed

Model card

From the publisher at commit 3cbbeca. Shown as plain text with links; images open at the publisher.

mlx-community/gemma-4-31b-it-bf16#

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-bf16 --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

Files

21 files · 62.6 GBWeights 62.5 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 21 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md732 B6b072abfbae551699ec73263e621fee5333f639ae0b96d714576a6b1ef881227
chat_template.jinja17.5 KB36e3a42e5cf14cd0020e72d92e1fdd9970f59b82170e421f0cbe1bb42bead3f0
config.json5.84 KBc58b3d20b54d0ed7e5650c2d6c7d13f0f7bdbc190a0fe428b18bfb2a8d182eb4
generation_config.json208 Bd4226bbe3117d2d253ba4609720ba82c6c4ce4627a9a6ae05387c78983ac03de
model-00001-of-00012.safetensors5.23 GB8617cf12a6679bb53fa1816a78b8d3dac3e3c297c5845fd98b4894081d3717ef
model-00002-of-00012.safetensors5.36 GB22d7897eb177d6d375850037b33ec2fffb49921edb7b0fe3b7bee34aae099a8a
model-00003-of-00012.safetensors5.16 GB9047421a8fa563a5e19e11a7a384c2ca237bcfc0b733da40df29eaa16e491ee4
model-00004-of-00012.safetensors5.36 GB40f07acb7db458312b806bfd090e1f9c78f6c1e5f5f2ea612f963f3b3429f674
model-00005-of-00012.safetensors5.31 GBadd509da4a3581cc4c8a9fabe5f36f9dca31a89827ba05a2e3d9a2b170b4c8a3
model-00006-of-00012.safetensors5.22 GB109419701d2f91575de9d6cf4311fb5098cbca89af0dd41dc10e769f44590038
model-00007-of-00012.safetensors5.25 GB89df08aed7c1fe6a8a955c8d995331b598f4e3942f82b6347a83a1cdc60a7d79
model-00008-of-00012.safetensors5.16 GB82b08fafde463a8657113eeeef19778937a2a19905f840a3db88e320ff31c71b
model-00009-of-00012.safetensors5.36 GB1fff0b152e46fff9092e92ec234021580388ccfe1384a4bb7253ac7155ef2085
model-00010-of-00012.safetensors5.31 GB88fcd4e3c1f6c33fa20f404de2f422bc17c5910ce2a3b675d3a31f6e7444a01a
model-00011-of-00012.safetensors5.22 GBb33e57598e7169eda1e20a8d7a6c376d1f7b09cb57136928ec48fa276e6168fd
model-00012-of-00012.safetensors4.60 GB5ca76d816d3812d1d3cc6fa9559421c3a71bbd0075874cc08514a28ea90e80fc
model.safetensors.index.json123 KBc7847e4db3d336012b3e1b9c766ff9b48fc04a8ea064225d64bcbfa3149509ab
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
3cbbeca52d pinned now2026-11-15 03:35 UTC21 files · 62.6 GB

Use it

$ fw get mlx-community/gemma-4-31b-it-bf16
# manifest sha256 dea93bb0c70d… · 62.6 GB · 21 files
$ fw verify ./gemma-4-31b-it-bf16 mlx-community/gemma-4-31b-it-bf16
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-bf16.json --dir ./gemma-4-31b-it-bf16 $ python3 fw.py verify ./gemma-4-31b-it-bf16 ./mlx-community__gemma-4-31b-it-bf16.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-bf16 --revision 3cbbeca52de3125c5eed024d2e9f75b2434bfbbc --local-dir ./gemma-4-31b-it-bf16
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-bf16", revision="3cbbeca52de3125c5eed024d2e9f75b2434bfbbc") model = AutoModelForImageTextToText.from_pretrained("mlx-community/gemma-4-31b-it-bf16", revision="3cbbeca52de3125c5eed024d2e9f75b2434bfbbc", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/gemma-4-31b-it-bf16 --revision 3cbbeca52de3125c5eed024d2e9f75b2434bfbbc
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
6b072abfbae551699ec73263e621fee5333f639ae0b96d714576a6b1ef881227
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-bf16Date: 2026-11-15Commit: 3cbbecaSigned: 2DC28CC7B26A283B ✓
Upstream
mlx-community/gemma-4-31b-it-bf16
Pinned commit
3cbbeca52de3125c5eed024d2e9f75b2434bfbbc
Manifest
gemma-4-31b-it-bf16.json · .minisig
Manifest sha256
dea93bb0c70d4005b811a8745fd3bd0f3d4da74529e12e9349c762ea6754717e
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 03:35 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-bf16.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/gemma-4-31b-it-bf16.json.minisig $ minisign -Vm gemma-4-31b-it-bf16.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 finetune 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-bf16
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-bf16.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/gemma-4-31b-it-bf16

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