alt.freeweights.text / Muse-Glimmer-30B-8bit

From:

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

Muse-Glimmer-30B-8bit

Date: 2026-11-15Commit: 679c45eSigned: 2DC28CC7B26A283B ✓

Image text to text model with 29.8B parameters. Safetensors weights, 33.4 GB in all. Published by mlx-community under Apache-2.0.

29.8B params

33.4GBMuse-Glimmer-30B-8bitsafetensorspermissive

FactsParams29.8BSize33.4 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive

$ fw get mlx-community/Muse-Glimmer-30B-8bit
# manifest sha256 228fee182244… · 33.4 GB · 162 files
$ fw verify ./Muse-Glimmer-30B-8bit mlx-community/Muse-Glimmer-30B-8bit

From sourceHosted (signed)mlx-community/Muse-Glimmer-30B-8bitLast check: 2026-11-15 05:03 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: 33.4 GB
Weights: 33.4 GB (safetensors)
Parameters: 29.8B
Formats: safetensors
Task: image text to text
License: Apache-2.0 (permissive)
Files: 162, 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 05:03 UTC	passed

Model card

From the publisher at commit 679c45e. Shown as plain text with links; images open at the publisher.

mlx-community/Muse-Glimmer-30B-8bit#

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-8bit --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

Files

162 files · 33.4 GBWeights 33.4 GB (safetensors). Sizes and sha256 from the signed manifest.

Show all 162 files with their sha256

File	Size	sha256
.gitattributes	1.57 KB	34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md	683 B	0cf6308d658c17c5d63303044be076fa5e0a9c64f0a7a219f336dccc14b8fc6c
chat_template.jinja	7.17 KB	114f55ebdc1804c1af371197b9fdf2d6bb925966c9dfe46b73782a71bc07965e
config.json	6.80 KB	0e65698fd4a4080bbe14e1e857af3abdf2c9a2c099dbc34615185d4f269f1c17
generation_config.json	148 B	b0e427c998641420eb4091cc85d4e15643fb57f89222834a14ec76430625b6fb
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VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.

Upstream commit	Date	Contents
679c45e1b3 pinned now	2026-11-15 05:03 UTC	162 files · 33.4 GB

Use it

$ fw get mlx-community/Muse-Glimmer-30B-8bit
# manifest sha256 228fee182244… · 33.4 GB · 162 files
$ fw verify ./Muse-Glimmer-30B-8bit mlx-community/Muse-Glimmer-30B-8bit

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-8bit.json --dir ./Muse-Glimmer-30B-8bit
$ python3 fw.py verify ./Muse-Glimmer-30B-8bit ./mlx-community__Muse-Glimmer-30B-8bit.json

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

$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/Muse-Glimmer-30B-8bit --revision 679c45e1b331a6514a6e38076a353cc5fed21bf6 --local-dir ./Muse-Glimmer-30B-8bit

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-8bit", revision="679c45e1b331a6514a6e38076a353cc5fed21bf6")
model = AutoModelForImageTextToText.from_pretrained("mlx-community/Muse-Glimmer-30B-8bit", revision="679c45e1b331a6514a6e38076a353cc5fed21bf6", device_map="auto")

vLLMServe an OpenAI-compatible API.

$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/Muse-Glimmer-30B-8bit --revision 679c45e1b331a6514a6e38076a353cc5fed21bf6

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: 0cf6308d658c17c5d63303044be076fa5e0a9c64f0a7a219f336dccc14b8fc6c
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-8bitDate: 2026-11-15Commit: 679c45eSigned: 2DC28CC7B26A283B ✓

Upstream: mlx-community/Muse-Glimmer-30B-8bit
Pinned commit: 679c45e1b331a6514a6e38076a353cc5fed21bf6
Manifest: Muse-Glimmer-30B-8bit.json · .minisig
Manifest sha256: 228fee182244b86d2dbf1d65627948f67e9e531f7165393eef9b66b819a6209b
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 05:03 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Muse-Glimmer-30B-8bit.json
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Muse-Glimmer-30B-8bit.json.minisig
$ minisign -Vm Muse-Glimmer-30B-8bit.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-8bit

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-8bit.json. Provenance. Takedown history: none.

Source

huggingface.co/mlx-community/Muse-Glimmer-30B-8bit

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Muse-Glimmer-30B-8bit

Works with

Runs with

Fine-tune with

Convert with

Evaluate with

Scan with

Works with

Overview

Model card

mlx-community/Muse-Glimmer-30B-8bit#

Use with mlx#

Files

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License

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