alt.freeweights.text / Muse-Glimmer-30B-6bit

From:

mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.textSubject:

Muse-Glimmer-30B-6bit

Date: 2026-11-15Commit: 1fb08fbSigned: 2DC28CC7B26A283B ✓

Image text to text model with 29.8B parameters. Safetensors weights, 26.4 GB in all. Published by mlx-community under Apache-2.0.

29.8B params

26.4GBMuse-Glimmer-30B-6bitsafetensorspermissive

FactsParams29.8BSize26.4 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive

$ fw get mlx-community/Muse-Glimmer-30B-6bit
# manifest sha256 33265b7c7094… · 26.4 GB · 117 files
$ fw verify ./Muse-Glimmer-30B-6bit mlx-community/Muse-Glimmer-30B-6bit

From sourceHosted (signed)mlx-community/Muse-Glimmer-30B-6bitLast check: 2026-11-15 05:17 UTC

Run at home Get help

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

Quantized of Muse-Glimmer-30B.

Works with

Run23 Fine-tune29 Convert15 Evaluate13 Scan13 Apps62

Runs with

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

vLLM exo Text Generation WebUI

SGLang MLC LLM KTransformers LMCache Xinference LMDeploy mistral.rs Mooncake FlashInfer

Show all 23

AIBrix fastllm ExLlamaV3

Transformers LocalAI tinygrad Triton Inference Server BentoML CTranslate2 ExLlamaV2 LitServe

Convert with

mergekit TensorRT Model Optimizer

LLM Compressor Neural Compressor AutoRound AQLM GPTQModel ONNX Core ML Tools ExecuTorch

Show all 15

Evaluate with

Opik DeepEval Ragas lm-evaluation-harness OpenCompass SWE-bench

simple-evals TruLens HELM

LightEval

Evaluate Weave

Show all 13

Autoevals

Scan with

promptfoo garak Guardrails NeMo Guardrails Giskard DeepTeam AI Fairness 360 Fairlearn Detoxify MCP Scanner AgentDojo ModelScan

Show all 13

picklescan

Overview Model card Files Use it License Provenance Model tree

Overview

Size: 26.4 GB
Weights: 26.4 GB (safetensors)
Parameters: 29.8B
Formats: safetensors
Task: image text to text
License: Apache-2.0 (permissive)
Files: 117, each with a sha256
Publisher: mlx-community
Added: 2026-11-15
Section: alt.freeweights.text

Lineage

Original release from the publisher.

Base model: meta-models/Muse-Glimmer-30B

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

Badge	Host	Last check	Result
From source	huggingface.co	2026-11-15 05:17 UTC	passed

Model card

From the publisher at commit 1fb08fb. Shown as plain text with links; images open at the publisher.

mlx-community/Muse-Glimmer-30B-6bit#

This model was converted to MLX format from meta-models/Muse-Glimmer-30B using mlx-vlm version 0.6.12. Refer to the original model card for more details on the model.

Use with mlx#

pip install -U mlx-vlm

python -m mlx_vlm.generate --model mlx-community/Muse-Glimmer-30B-6bit --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

Files

117 files · 26.4 GBWeights 26.4 GB (safetensors). Sizes and sha256 from the signed manifest.

Show all 117 files with their sha256

File	Size	sha256
.gitattributes	1.57 KB	34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md	683 B	82bb28cb5a1cbe1d70e2ffb6f6100af5877afee967df0c1099e975b50c3bd1e6
chat_template.jinja	7.17 KB	114f55ebdc1804c1af371197b9fdf2d6bb925966c9dfe46b73782a71bc07965e
config.json	6.80 KB	ee8bf2a33d624aab4ef33d604374b3a072c2a0506f2a03aee3f0a5144fad4f32
generation_config.json	148 B	b0e427c998641420eb4091cc85d4e15643fb57f89222834a14ec76430625b6fb
model-00001-of-00108.safetensors	266 MB	a143ee385545b71edcf49c48afce8da334d3f0adf4c0a4b48ccc34cfa7b2048e
model-00002-of-00108.safetensors	265 MB	1fc3555a8bab49078644830eb2f148e321cdf7b7fa767ad0760162377c27e1c4
model-00003-of-00108.safetensors	268 MB	25dd45a7f0d6e2edb3d9196ffdbd0e4c9f9af8fb1cfa5c96c8d1bf9d1c346e2f
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model-00005-of-00108.safetensors	267 MB	c0bea1a45f5afec65f104b3223ae2cd47ef3a1367a193bd7b98dbfd4b761e62d
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model.safetensors.index.json	209 KB	aec6cf78c6dfedd06dba22ed670bef4f50e42513ee3be3d3bf789b05fc40ecb9
processor_config.json	395 B	cfa67148d85e40281b4a126253a1476a63b11137e21cb2422b7ccff46a11c1af
tokenizer.json	28.1 MB	c9dbee66967b58f31a7c27f723c3760da3526ccd0427578e8905b0abb0031c4d
tokenizer_config.json	80.0 KB	b2c352bba1d2ee25295aa84e7bdaa15a2b0305b79009926bcea72516ca200d42

VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.

Upstream commit	Date	Contents
1fb08fb48c pinned now	2026-11-15 05:17 UTC	117 files · 26.4 GB

Use it

$ fw get mlx-community/Muse-Glimmer-30B-6bit
# manifest sha256 33265b7c7094… · 26.4 GB · 117 files
$ fw verify ./Muse-Glimmer-30B-6bit mlx-community/Muse-Glimmer-30B-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/Muse-Glimmer-30B-6bit.json --dir ./Muse-Glimmer-30B-6bit
$ python3 fw.py verify ./Muse-Glimmer-30B-6bit ./mlx-community__Muse-Glimmer-30B-6bit.json

hfThe Hugging Face CLI with one setting. Same repo id.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/Muse-Glimmer-30B-6bit --revision 1fb08fb48cb2bf4861650efa55c739f3f7277cbe --local-dir ./Muse-Glimmer-30B-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/Muse-Glimmer-30B-6bit", revision="1fb08fb48cb2bf4861650efa55c739f3f7277cbe")
model = AutoModelForImageTextToText.from_pretrained("mlx-community/Muse-Glimmer-30B-6bit", revision="1fb08fb48cb2bf4861650efa55c739f3f7277cbe", device_map="auto")

vLLMServe an OpenAI-compatible API.

$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/Muse-Glimmer-30B-6bit --revision 1fb08fb48cb2bf4861650efa55c739f3f7277cbe

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: 82bb28cb5a1cbe1d70e2ffb6f6100af5877afee967df0c1099e975b50c3bd1e6
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.textSubject: Muse-Glimmer-30B-6bitDate: 2026-11-15Commit: 1fb08fbSigned: 2DC28CC7B26A283B ✓

Upstream: mlx-community/Muse-Glimmer-30B-6bit
Pinned commit: 1fb08fb48cb2bf4861650efa55c739f3f7277cbe
Manifest: Muse-Glimmer-30B-6bit.json · .minisig
Manifest sha256: 33265b7c7094d26e56df8fa79868c145a1cdafe6780035f9a7d4a87b8e946fb1
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 05:17 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Muse-Glimmer-30B-6bit.json
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Muse-Glimmer-30B-6bit.json.minisig
$ minisign -Vm Muse-Glimmer-30B-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

meta-models/Muse-Glimmer-30B · 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/Muse-Glimmer-30B-6bit

Open in Freeweights Studio

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

Signed manifest

minisign, key 2DC28CC7B26A283B. Muse-Glimmer-30B-6bit.json. Provenance. Takedown history: none.

Source

huggingface.co/mlx-community/Muse-Glimmer-30B-6bit

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Muse-Glimmer-30B-6bit

Works with

Runs with

Fine-tune with

Convert with

Evaluate with

Scan with

Works with

Overview

Model card

mlx-community/Muse-Glimmer-30B-6bit#

Use with mlx#

Files

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License

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How to verify

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