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alt.freeweights.glm / GLM-4.5-Air-MLX-8bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.glmSubject:

GLM-4.5-Air-MLX-8bit

Date: 2026-11-15Commit: 251aed6Signed: 2DC28CC7B26A283B ✓

Text generation model with 106.9B parameters. Safetensors weights, 114 GB in all. Published by lmstudio-community under MIT.

106.9B params114GBGLM-4.5-Air-MLX-8bitsafetensorspermissive
FactsParams106.9BSize114 GBFormatssafetensorsTasktext generationLicenseMITFrom sourcepermissive
$ fw get lmstudio-community/GLM-4.5-Air-MLX-8bit
# manifest sha256 47b3b8292e92… · 114 GB · 32 files
$ fw verify ./GLM-4.5-Air-MLX-8bit lmstudio-community/GLM-4.5-Air-MLX-8bit
From sourceHosted (signed)lmstudio-community/GLM-4.5-Air-MLX-8bitLast check: 2026-11-15 05:08 UTC
Get help

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

Quantized of GLM-4.5-Air.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
114 GB
Weights
114 GB (safetensors)
Parameters
106.9B
Formats
safetensors
Task
text generation
License
MIT (permissive)
Files
32, 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-4.5-Air

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 05:08 UTCpassed

Model card

From the publisher at commit 251aed6. Shown as plain text with links; images open at the publisher.

💫 Community Model> GLM-4.5-Air 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-4.5-Air

MLX quantization: provided by LM Studio team using mlx_lm

Technical Details#

8-bit quantized version of GLM-4.5-Air 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

32 files · 114 GBWeights 114 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 32 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.21 KB0fc3954a65143ab98f19e86380db2a205f30b195ee5390e05f5c5c60b952269e
chat_template.jinja3.24 KB44f815868bf02fa458dd2f741a338046f4bf45f398eb6d067766726b9d96cce3
config.json1.25 KBba19078ab0f467c55891629b9a89c2ef3a551b122b99a31133ac748e7cc7fc0c
generation_config.json155 B06ac18cb0e733da062bdb1d260247d52b1f6c4b10785fc733402f22a510da05d
model-00001-of-00023.safetensors5.09 GBf2ad195193c9ee69baa4b74f30b031fd4c0757fc71fe3bfecc349913cbef43c9
model-00002-of-00023.safetensors4.98 GBc58453564eff0ac5d357dd448b1f5fe5da35e49bc124636ad810c86c7fa5e2e8
model-00003-of-00023.safetensors4.98 GB8125cc8e129f8332224232a10a4d060fb4f0bfdf8d1e27510161f06faf0aacf1
model-00004-of-00023.safetensors4.98 GBdb61cb5abd6ca8a527d830790819972794513feb706eb4310d480444547d972d
model-00005-of-00023.safetensors4.98 GB6d9d342f3949b534fa847449991ae58e59bcf267b4ccfdd7613746554e82dd54
model-00006-of-00023.safetensors4.98 GB800c5267ecdc540a8b1ec88e1be018e1ecf117927a733f158c8a68c978abbf66
model-00007-of-00023.safetensors4.98 GB4be0a08ed107694505c0c32952addf2bb33fca72a19db7d1da8951740df0d6a4
model-00008-of-00023.safetensors4.98 GBbb91c2378acef43a89ed578d567713a009cda53b729fcfa74a578e29fc6f11f1
model-00009-of-00023.safetensors4.98 GB145e4ffac75e8bf234f76f14d32be75b44f85d441671e05bb585fc4425a5dffc
model-00010-of-00023.safetensors4.98 GB818de93257d0ea89de29def1f390c9f28590b9659605bf09b96545add7bcf89a
model-00011-of-00023.safetensors4.98 GB4a7d111d588538a85a733d11e6a3c5bd4fae3bebbc8abb74f77541c0357ed458
model-00012-of-00023.safetensors4.98 GB624b3be7171d2f21bba935b18ff2555ee254419b366249812e577917bbd0c198
model-00013-of-00023.safetensors4.98 GBd318066e9855558d87082ca96d54f32d789952c8b91c218b6127dbecfcf980c3
model-00014-of-00023.safetensors4.98 GB35162e00b1a38caabf48406894cc964b1c5b435442be39cd4fd78502e18aad20
model-00015-of-00023.safetensors4.98 GB5935e289de1e6e2ac4a3b3cce7841af3941aa22db1927de6ce1392a794ac4f83
model-00016-of-00023.safetensors4.98 GB89efdbd1cf4dee45f73b4dd62b420637d10296f44c0b1bdaa294d36e383003e8
model-00017-of-00023.safetensors4.98 GB28f80dd82338896022b83dd79f405b05563290fc4d01fd01b551d2ba12e61397
model-00018-of-00023.safetensors4.98 GBae0f50b9551af1033e552e321ab6cc10ae1e8b78bca60fdfc8c573474961134f
model-00019-of-00023.safetensors4.98 GB17a53640c9b67aea4e4b93b624454738bc2219cae34ec62fe451c45024418ba8
model-00020-of-00023.safetensors4.98 GB9b7bdb9a978903041f7d1575e02ab0562ad5fcb5f0538aa3efa801b511deea4b
model-00021-of-00023.safetensors4.98 GB33dd8f9e2afa1487fab591d08b87f751a2fd280dfa44c152c1def7205523543c
model-00022-of-00023.safetensors4.98 GB4ebe266db60d111bbd7755a3a4208d842f6e17df956e8cad0350af6bc7d24611
model-00023-of-00023.safetensors3.95 GBa273d00722c4ee4835f2c1c4654274f5d0882a843a199765643a07de81e32934
model.safetensors.index.json155 KBf477cad00e001a1f334bf4ee507dde2215cd0a38de50b2f092e1e13935a9cee2
special_tokens_map.json802 B290511061f3c229783aaa9b2d63698fdcffcc068890ce2e014275ebc6df1221a
tokenizer.json20.0 MBbda8e2146c3bb7b7e0fc96dcc4f0aeff041c6c27952e3ace0665663ebff346ba
tokenizer_config.json10.7 KB77f207f7bda8f5f020475f26bdd47f6bda46f6be2b697885c6484b708d5795e4
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
251aed6f35 pinned now2026-11-15 05:08 UTC32 files · 114 GB

Use it

$ fw get lmstudio-community/GLM-4.5-Air-MLX-8bit
# manifest sha256 47b3b8292e92… · 114 GB · 32 files
$ fw verify ./GLM-4.5-Air-MLX-8bit lmstudio-community/GLM-4.5-Air-MLX-8bit
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-4.5-Air-MLX-8bit.json --dir ./GLM-4.5-Air-MLX-8bit $ python3 fw.py verify ./GLM-4.5-Air-MLX-8bit ./lmstudio-community__GLM-4.5-Air-MLX-8bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/GLM-4.5-Air-MLX-8bit --revision 251aed6f354ab3a9e204ba4efe5d20e8ae1e31b0 --local-dir ./GLM-4.5-Air-MLX-8bit
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-4.5-Air-MLX-8bit", revision="251aed6f354ab3a9e204ba4efe5d20e8ae1e31b0") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/GLM-4.5-Air-MLX-8bit", revision="251aed6f354ab3a9e204ba4efe5d20e8ae1e31b0", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/GLM-4.5-Air-MLX-8bit --revision 251aed6f354ab3a9e204ba4efe5d20e8ae1e31b0

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
0fc3954a65143ab98f19e86380db2a205f30b195ee5390e05f5c5c60b952269e
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-4.5-Air-MLX-8bitDate: 2026-11-15Commit: 251aed6Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/GLM-4.5-Air-MLX-8bit
Pinned commit
251aed6f354ab3a9e204ba4efe5d20e8ae1e31b0
Manifest
GLM-4.5-Air-MLX-8bit.json · .minisig
Manifest sha256
47b3b8292e92eb701cda2245b524fa200ba24e58b74e19e8a65cda12998f13a8
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:08 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/GLM-4.5-Air-MLX-8bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/GLM-4.5-Air-MLX-8bit.json.minisig $ minisign -Vm GLM-4.5-Air-MLX-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

zai-org/GLM-4.5-Air · 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-4.5-Air-MLX-8bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. GLM-4.5-Air-MLX-8bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/GLM-4.5-Air-MLX-8bit

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