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alt.freeweights.glm / GLM-5.2-4bit
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.glmSubject:

GLM-5.2-4bit

Date: 2026-11-15Commit: 6832ff4Signed: 2DC28CC7B26A283B ✓

Text generation model with 743.4B parameters. Safetensors weights, 418 GB in all. Published by mlx-community under MIT.

743.4B params418GBGLM-5.2-4bitsafetensorspermissive
FactsParams743.4BSize418 GBFormatssafetensorsTasktext generationLicenseMITFrom sourcepermissive
$ fw get mlx-community/GLM-5.2-4bit
# manifest sha256 45b80874e283… · 418 GB · 99 files
$ fw verify ./GLM-5.2-4bit mlx-community/GLM-5.2-4bit
From sourceHosted (signed)mlx-community/GLM-5.2-4bitLast check: 2026-11-15 05:15 UTC
Get help

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

Quantized of GLM-5.2.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
418 GB
Weights
418 GB (safetensors)
Parameters
743.4B
Formats
safetensors
Task
text generation
License
MIT (permissive)
Files
99, each with a sha256
Publisher
mlx-community
Added
2026-11-15
Section
alt.freeweights.glm
Lineage

Original release from the publisher.

Base model: zai-org/GLM-5.2

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 05:15 UTCpassed

Model card

From the publisher at commit 6832ff4. Shown as plain text with links; images open at the publisher.

mlx-community/GLM-5.2-4bit#

This model mlx-community/GLM-5.2-4bit was converted to MLX format from zai-org/GLM-5.2 using mlx-lm version 0.31.3 (with PR #1410). The MTP block is missing in current version of this quant.

pip install mlx-lm

mlx_lm.generate --model mlx-community/GLM-5.2-4bit --prompt "Hello"

Files

99 files · 418 GBWeights 418 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 99 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md545 B355933712d83a31fffc75938a5cd7b8d20810337c48b67ebdeab83fd8a31b3cd
chat_template.jinja5.08 KB172dc74a35e1752df75ecfb2b2cf9326d2852bb1379868ebeec9571654489679
config.json4.67 KBc1d4845b6f1f3f5adb75f3d003f33edfb1866b5437ae1ddcdc6d1a0a46c32297
generation_config.json194 Bac76b43d8683d3b930126870fc8be73d8679308fe752fa1f381096d8354f6a55
model-00001-of-00091.safetensors4.93 GB90a028e4c6534a69b0bd8cd8876bc73298839d0430a5161ba25b91ce51c16ca2
model-00002-of-00091.safetensors5.35 GBc682080ce6966d76c69211f2b03e858ccaed8302913634b05daaf780b66973dd
model-00003-of-00091.safetensors3.94 GB749acf2470357c10c27836e3e217b2089f8095d6ead9424479a9c0b0dc5395ed
model-00004-of-00091.safetensors5.36 GB54a94076553c0b9ac77b06ab7975f731a289fddf09daa6f2cd13dc89cc7824e3
model-00005-of-00091.safetensors3.94 GBb5b2523b64aae37594fd2f1fe4b8ca9408f7a0247565a84d0d234540377f8d21
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model-00007-of-00091.safetensors3.84 GB0e13e6d9fe5dd286bb192453d052e1890dd388f996232f42c58b2e7c450b95d6
model-00008-of-00091.safetensors5.35 GB93460f1e0d1c5cafcf3dca89fcce897f29404be36608ae825be9d01f8a688557
model-00009-of-00091.safetensors3.95 GBf8cf6b2d48be11392a6c6dd8c6575d81c01635712fde6caa3e0a9aeba36b2b82
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model-00091-of-00091.safetensors660 MB794b62d259cf7c24c40c699d50b864688c0af901440abbfc8979b3ea35cb0d28
model.safetensors.index.json324 KBe5c6f35bba61bddb459f85168ba5e37654f05643cae5af8b930bfa26181b51e1
tokenizer.json20.2 MB19e773648cb4e65de8660ea6365e10acca112d42a854923df93db4a6f333a82d
tokenizer_config.json821 B4a2cea13f618a67078d07ff0336a10e98834977082cd5b60cf3ac87495651418
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
6832ff4c65 pinned now2026-11-15 05:15 UTC99 files · 418 GB

Use it

$ fw get mlx-community/GLM-5.2-4bit
# manifest sha256 45b80874e283… · 418 GB · 99 files
$ fw verify ./GLM-5.2-4bit mlx-community/GLM-5.2-4bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/GLM-5.2-4bit.json --dir ./GLM-5.2-4bit $ python3 fw.py verify ./GLM-5.2-4bit ./mlx-community__GLM-5.2-4bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/GLM-5.2-4bit --revision 6832ff4c65e23ed5737d244de196d5a6024fe55b --local-dir ./GLM-5.2-4bit
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForCausalLM, AutoTokenizer tok = AutoTokenizer.from_pretrained("mlx-community/GLM-5.2-4bit", revision="6832ff4c65e23ed5737d244de196d5a6024fe55b") model = AutoModelForCausalLM.from_pretrained("mlx-community/GLM-5.2-4bit", revision="6832ff4c65e23ed5737d244de196d5a6024fe55b", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/GLM-5.2-4bit --revision 6832ff4c65e23ed5737d244de196d5a6024fe55b

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
355933712d83a31fffc75938a5cd7b8d20810337c48b67ebdeab83fd8a31b3cd
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.glmSubject: GLM-5.2-4bitDate: 2026-11-15Commit: 6832ff4Signed: 2DC28CC7B26A283B ✓
Upstream
mlx-community/GLM-5.2-4bit
Pinned commit
6832ff4c65e23ed5737d244de196d5a6024fe55b
Manifest
GLM-5.2-4bit.json · .minisig
Manifest sha256
45b80874e2837d032374b60e5edc451e0da204e39b34626841c9a485a93509d0
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:15 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/GLM-5.2-4bit.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/GLM-5.2-4bit.json.minisig $ minisign -Vm GLM-5.2-4bit.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-5.2 · 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/GLM-5.2-4bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. GLM-5.2-4bit.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/GLM-5.2-4bit

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