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alt.freeweights.glm / GLM-4.7-Flash-MLX-4bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.glmSubject:

GLM-4.7-Flash-MLX-4bit

Date: 2026-11-15Commit: a122231Signed: 2DC28CC7B26A283B ✓

Text generation model with 29.9B parameters. Safetensors weights, 16.9 GB in all. Published by lmstudio-community under MIT.

29.9B params16.9GBGLM-4.7-Flash-MLX-4bitsafetensorspermissive
FactsParams29.9BSize16.9 GBFormatssafetensorsTasktext generationLicenseMITFrom sourcepermissive
$ fw get lmstudio-community/GLM-4.7-Flash-MLX-4bit
# manifest sha256 5ed0795a269b… · 16.9 GB · 12 files
$ fw verify ./GLM-4.7-Flash-MLX-4bit lmstudio-community/GLM-4.7-Flash-MLX-4bit
From sourceHosted (signed)lmstudio-community/GLM-4.7-Flash-MLX-4bitLast check: 2026-11-15 04:56 UTC
Run at homeGet help

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

Quantized of GLM-4.7-Flash.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
16.9 GB
Weights
16.9 GB (safetensors)
Parameters
29.9B
Formats
safetensors
Task
text generation
License
MIT (permissive)
Files
12, 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-4.7-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 04:56 UTCpassed

Model card

From the publisher at commit a122231. Shown as plain text with links; images open at the publisher.

💫 Community Model> GLM-4.7-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-4.7-Flash

MLX quantization: provided by LM Studio team using mlx_lm

Technical Details#

4-bit quantized version of GLM-4.7-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

12 files · 16.9 GBWeights 16.9 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 12 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.22 KBa6f42f1674f9c1b0a6e970dd6d099d86473505d8da73cd3f9f68232c1226b98d
chat_template.jinja3.12 KBd63ad536c3c81880043e22ec7fd08db42b4d8fb7c89c7138bc562bfa25281375
config.json1.37 KBe105c6e474c01bbb07a8b307cdb1b1c32ab66bb18eaad28104326186731da1cf
generation_config.json181 Be19f4eb8be12cdb62a3737b52a332c7c142cbf5ee24a5de7d806f6132b782425
model-00001-of-00004.safetensors5.36 GB4fc85fbd15dbac1c6f3be2e6815a85acd7a9ef392c947f4fc2670c635d8905af
model-00002-of-00004.safetensors5.36 GB140bb222fddd01b1520dd8b1b2c087506ac31f5b648a7cb1c7406fd79fe4908a
model-00003-of-00004.safetensors5.36 GBb64f2078fbabed93fc4429a7e696b4088ff3fc98841d27f13b4a69fdbbf06974
model-00004-of-00004.safetensors768 MBfec4dec0a24ccc075a009f2065e9254e48721162d3f104de004a38357f872245
model.safetensors.index.json183 KBf32b02d7114cf3c83a3d5b2094144f4d5f8a22501fb83981e2eb303e0f2209f5
tokenizer.json20.2 MB19e773648cb4e65de8660ea6365e10acca112d42a854923df93db4a6f333a82d
tokenizer_config.json4.02 KB1615d3f4757afb20da7c657c446030006178f3b2ae8c4f7e96ee8358d2abb8e0
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
a122231a36 pinned now2026-11-15 04:56 UTC12 files · 16.9 GB

Use it

$ fw get lmstudio-community/GLM-4.7-Flash-MLX-4bit
# manifest sha256 5ed0795a269b… · 16.9 GB · 12 files
$ fw verify ./GLM-4.7-Flash-MLX-4bit lmstudio-community/GLM-4.7-Flash-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/GLM-4.7-Flash-MLX-4bit.json --dir ./GLM-4.7-Flash-MLX-4bit $ python3 fw.py verify ./GLM-4.7-Flash-MLX-4bit ./lmstudio-community__GLM-4.7-Flash-MLX-4bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/GLM-4.7-Flash-MLX-4bit --revision a122231a36d90f7325a0f692e26197dadcd5ab9f --local-dir ./GLM-4.7-Flash-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/GLM-4.7-Flash-MLX-4bit", revision="a122231a36d90f7325a0f692e26197dadcd5ab9f") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/GLM-4.7-Flash-MLX-4bit", revision="a122231a36d90f7325a0f692e26197dadcd5ab9f", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/GLM-4.7-Flash-MLX-4bit --revision a122231a36d90f7325a0f692e26197dadcd5ab9f
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
a6f42f1674f9c1b0a6e970dd6d099d86473505d8da73cd3f9f68232c1226b98d
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-4.7-Flash-MLX-4bitDate: 2026-11-15Commit: a122231Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/GLM-4.7-Flash-MLX-4bit
Pinned commit
a122231a36d90f7325a0f692e26197dadcd5ab9f
Manifest
GLM-4.7-Flash-MLX-4bit.json · .minisig
Manifest sha256
5ed0795a269ba29d33d186f275852d0f5a1f3626d5517ed996d2b3a4e119c9f8
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:56 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/GLM-4.7-Flash-MLX-4bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/GLM-4.7-Flash-MLX-4bit.json.minisig $ minisign -Vm GLM-4.7-Flash-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

zai-org/GLM-4.7-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-4.7-Flash-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. GLM-4.7-Flash-MLX-4bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/GLM-4.7-Flash-MLX-4bit

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