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alt.freeweights.glm / GLM-4.6V-Flash-MLX-6bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.glmSubject:

GLM-4.6V-Flash-MLX-6bit

Date: 2026-11-15Commit: 485d12fSigned: 2DC28CC7B26A283B ✓

Image text to text model. Safetensors weights, 9.44 GB in all. Published by lmstudio-community under MIT.

glm9.44GBGLM-4.6V-Flash-MLX-6bitsafetensorspermissive
FactsParamsnot statedSize9.44 GBFormatssafetensorsTaskimage text to textLicenseMITFrom sourcepermissive
$ fw get lmstudio-community/GLM-4.6V-Flash-MLX-6bit
# manifest sha256 77102fe4876b… · 9.44 GB · 13 files
$ fw verify ./GLM-4.6V-Flash-MLX-6bit lmstudio-community/GLM-4.6V-Flash-MLX-6bit
From sourceHosted (signed)lmstudio-community/GLM-4.6V-Flash-MLX-6bitLast check: 2026-11-15 04:39 UTC
Run at homeGet help

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

Quantized of GLM-4.6V-Flash.

Works with

Run23Fine-tune29Convert15Evaluate13Scan13Apps62
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
9.44 GB
Weights
9.42 GB (safetensors)
Parameters
not stated
Formats
safetensors
Task
image text to text
License
MIT (permissive)
Files
13, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.glm
Lineage

Original release from the publisher.

Base model: zai-org/GLM-4.6V-Flash

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 04:39 UTCpassed

Model card

From the publisher at commit 485d12f. Shown as plain text with links; images open at the publisher.

💫 Community Model> GLM-4.6V-Flash by zai-org#

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

Model creator: zai-org

Original model: GLM-4.6V-Flash

MLX quantization: provided by LM Studio team using mlx_vlm

Technical Details#

6-bit quantized version of GLM-4.6V-Flash 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

13 files · 9.44 GBWeights 9.42 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 13 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.23 KBdf5ce430c45c4e798916192903be5118313d0865bec53dd8757626844a101b18
chat_template.jinja4.61 KBbf6cfe131f9af1cdbe0e1e4bda8cd56154e63d95d50df697155654bde7b387fd
config.json2.04 KBf8184c6228edb36a7b18f8550c6c1019a07c114eafb3e1fd2681fcfaf06c9957
generation_config.json239 Be9527bdf03e7d4971f9cacdbcf81a5fe04b10b64fc478bba6bf389cc0e597b72
model-00001-of-00002.safetensors5.30 GB4e79f132ed0d159169b6b7138a51c8e9fee4413da8813f5b0f0f052edbe6094a
model-00002-of-00002.safetensors4.12 GB51e3e188d04dccdf892e640e991a12ace710d860b24688fa77b913e0a5b5f3b0
model.safetensors.index.json66.4 KBa74197619c081601ce39a5d2e31a1a56b7b5a4a62ffbfd5c0dd5fef8615eff8d
preprocessor_config.json367 B02cc50c36240882ae35e8cd4077a25a379664108185d728d261cb785aefeccff
special_tokens_map.json836 Be3cf5407cbc368dffe37ce9c261ab6cecc47e71a528006cd0042e8a4f29f20d2
tokenizer.json20.0 MBf2ff52959093921034528ecd6a59926e5fd543f56f94f2a0034ed4ba458c0a86
tokenizer_config.json12.1 KBb15f0d78b48aac214d9e4463a9df99b6c0d815c8c354650a27b68fb22a42cbb2
video_preprocessor_config.json369 B00001992801fc96770b436f735a11066dab59173314e258a08504fa03ca23133
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
485d12f4f9 pinned now2026-11-15 04:39 UTC13 files · 9.44 GB

Use it

$ fw get lmstudio-community/GLM-4.6V-Flash-MLX-6bit
# manifest sha256 77102fe4876b… · 9.44 GB · 13 files
$ fw verify ./GLM-4.6V-Flash-MLX-6bit lmstudio-community/GLM-4.6V-Flash-MLX-6bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/GLM-4.6V-Flash-MLX-6bit.json --dir ./GLM-4.6V-Flash-MLX-6bit $ python3 fw.py verify ./GLM-4.6V-Flash-MLX-6bit ./lmstudio-community__GLM-4.6V-Flash-MLX-6bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/GLM-4.6V-Flash-MLX-6bit --revision 485d12f4f975842648828f8904939650f130a8d5 --local-dir ./GLM-4.6V-Flash-MLX-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("lmstudio-community/GLM-4.6V-Flash-MLX-6bit", revision="485d12f4f975842648828f8904939650f130a8d5") model = AutoModelForImageTextToText.from_pretrained("lmstudio-community/GLM-4.6V-Flash-MLX-6bit", revision="485d12f4f975842648828f8904939650f130a8d5", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/GLM-4.6V-Flash-MLX-6bit --revision 485d12f4f975842648828f8904939650f130a8d5
Run at home

License

Name
MIT License
Id
MIT
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
df5ce430c45c4e798916192903be5118313d0865bec53dd8757626844a101b18
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.glmSubject: GLM-4.6V-Flash-MLX-6bitDate: 2026-11-15Commit: 485d12fSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/GLM-4.6V-Flash-MLX-6bit
Pinned commit
485d12f4f975842648828f8904939650f130a8d5
Manifest
GLM-4.6V-Flash-MLX-6bit.json · .minisig
Manifest sha256
77102fe4876b033b3535b4553c0978443216292472500eb6ec1aab317b2aaed2
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:39 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/GLM-4.6V-Flash-MLX-6bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/GLM-4.6V-Flash-MLX-6bit.json.minisig $ minisign -Vm GLM-4.6V-Flash-MLX-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

zai-org/GLM-4.6V-Flash · 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/GLM-4.6V-Flash-MLX-6bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. GLM-4.6V-Flash-MLX-6bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/GLM-4.6V-Flash-MLX-6bit

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