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alt.freeweights.granite / granite-4.0-h-small-MLX-4bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.graniteSubject:

granite-4.0-h-small-MLX-4bit

Date: 2026-11-15Commit: 6418bb4Signed: 2DC28CC7B26A283B ✓

Text generation model with 32.2B parameters. Safetensors weights, 18.1 GB in all. Published by lmstudio-community under Apache-2.0.

32.2B params18.1GBgranite-4.0-h-small-MLX-4bitsafetensorspermissive
FactsParams32.2BSize18.1 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/granite-4.0-h-small-MLX-4bit
# manifest sha256 3e95487f5e06… · 18.1 GB · 15 files
$ fw verify ./granite-4.0-h-small-MLX-4bit lmstudio-community/granite-4.0-h-small-MLX-4bit
From sourceHosted (signed)lmstudio-community/granite-4.0-h-small-MLX-4bitLast check: 2026-11-15 05:22 UTC
Run at homeGet help

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

Quantized of granite-4.0-h-small.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
18.1 GB
Weights
18.1 GB (safetensors)
Parameters
32.2B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
15, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.granite
Lineage

Original release from the publisher.

Base model: ibm-granite/granite-4.0-h-small

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 05:22 UTCpassed

Model card

From the publisher at commit 6418bb4. Shown as plain text with links; images open at the publisher.

💫 Community Model> granite-4.0-h-small by ibm-granite#

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

Model creator: ibm-granite

Original model: granite-4.0-h-small

MLX quantization: provided by LM Studio team using mlx_lm

Technical Details#

4-bit quantized version of granite-4.0-h-small 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

15 files · 18.1 GBWeights 18.1 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 15 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md2.25 KBcf98c73197e4046d868b009b47ac277c35b3af94683f5be3b3c87cbe3432d22f
chat_template.jinja6.10 KBfed2756d2d24e127b951dcf139d0b03ab7db8ef23a456128ebc9c2db4901d476
config.json12.0 KBc6e6f0804a89aba6aa2d2c55f46c0af3534d42c59ad6e2f5443f68acc4bf0c98
generation_config.json147 B7c04cb9d2ba771f7528fba5a7104999cdaf7566d02b5fbd58472829f62716177
merges.txt917 KBb6fe424e334903f7fb84d3a106d9730455f4744b9fe3c21ee136d97a00e72502
model-00001-of-00004.safetensors5.35 GB398623c3563326cefc646bc03f815182b1ea6e34189fa6654e5ded4a6eac6c85
model-00002-of-00004.safetensors5.37 GB294f56aed3f09607aa88d9e4a0bef1c0a855aae21b84031242b565f4dcd20567
model-00003-of-00004.safetensors5.35 GBfeb734bcc305b537e95d7ab8369d672aaad5b09d30d4d527e0155da42c0cf831
model-00004-of-00004.safetensors2.06 GBa824ff38420987fcb5a10b1184ea1b175fa93dc8977daa004ea21f3960ac8401
model.safetensors.index.json120 KBa88776acbc4fc8c545013322eaf1c34c9fc61b01f88edb511bd2dba1b959e892
special_tokens_map.json579 Bc08676c49fd7969a3130f72be6d4bf34da66aa484a6e21dffe359893a1bd5f2e
tokenizer.json7.15 MBe2bad66439538cb4d5a7580680932432ed9ece9d3b8577e675512bdf11599253
tokenizer_config.json23.9 KB8b1da66e4d60ce8441553d41b72925fe437e563fc3c448ebb4fc1229f647c00b
vocab.json1.61 MB8af71076de8b0b626eed0f4c984faf0a7c062479164b2a31308a948524d4f69c
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
6418bb430b pinned now2026-11-15 05:22 UTC15 files · 18.1 GB

Use it

$ fw get lmstudio-community/granite-4.0-h-small-MLX-4bit
# manifest sha256 3e95487f5e06… · 18.1 GB · 15 files
$ fw verify ./granite-4.0-h-small-MLX-4bit lmstudio-community/granite-4.0-h-small-MLX-4bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/granite-4.0-h-small-MLX-4bit.json --dir ./granite-4.0-h-small-MLX-4bit $ python3 fw.py verify ./granite-4.0-h-small-MLX-4bit ./lmstudio-community__granite-4.0-h-small-MLX-4bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/granite-4.0-h-small-MLX-4bit --revision 6418bb430b1166392e7cd881d58928f97672b5f4 --local-dir ./granite-4.0-h-small-MLX-4bit
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForCausalLM, AutoTokenizer tok = AutoTokenizer.from_pretrained("lmstudio-community/granite-4.0-h-small-MLX-4bit", revision="6418bb430b1166392e7cd881d58928f97672b5f4") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/granite-4.0-h-small-MLX-4bit", revision="6418bb430b1166392e7cd881d58928f97672b5f4", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/granite-4.0-h-small-MLX-4bit --revision 6418bb430b1166392e7cd881d58928f97672b5f4
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
cf98c73197e4046d868b009b47ac277c35b3af94683f5be3b3c87cbe3432d22f
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.graniteSubject: granite-4.0-h-small-MLX-4bitDate: 2026-11-15Commit: 6418bb4Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/granite-4.0-h-small-MLX-4bit
Pinned commit
6418bb430b1166392e7cd881d58928f97672b5f4
Manifest
granite-4.0-h-small-MLX-4bit.json · .minisig
Manifest sha256
3e95487f5e06d5154e20d5a9974cd8090e639937add6519bda053c8ca3daca32
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:22 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/granite-4.0-h-small-MLX-4bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/granite-4.0-h-small-MLX-4bit.json.minisig $ minisign -Vm granite-4.0-h-small-MLX-4bit.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

ibm-granite/granite-4.0-h-small · 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/granite-4.0-h-small-MLX-4bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. granite-4.0-h-small-MLX-4bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/granite-4.0-h-small-MLX-4bit

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