alt.freeweights.glm / GLM-4.5-Air-GGUF

From:

ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.glmSubject:

GLM-4.5-Air-GGUF

Date: 2026-11-15Commit: c295fbeSigned: 2DC28CC7B26A283B ✓

Text generation model. Gguf weights, 185 GB in all. Published by ggml-org under MIT.

glm

185GBGLM-4.5-Air-GGUFggufpermissive

FactsParamsnot statedSize185 GBFormatsggufTasktext generationLicenseMITFrom sourcepermissive

$ fw get ggml-org/GLM-4.5-Air-GGUF
# manifest sha256 2595c5bea404… · 185 GB · 10 files
$ fw verify ./GLM-4.5-Air-GGUF ggml-org/GLM-4.5-Air-GGUF

From sourceHosted (signed)ggml-org/GLM-4.5-Air-GGUFLast check: 2026-11-15 05:12 UTC

Run at home 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

Run14 Convert1 Evaluate13 Scan12 Apps58

Runs with

Ranked by fit to this model (gguf), then by GitHub stars.

Text Generation WebUI mistral.rs

Ollama

llama.cpp LocalAI

BitNet llamafile gpu-unlock KoboldCpp PocketPal AI llama-swap ik_llama.cpp

Show all 14

RamaLama Maid

Convert with

ggml

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

Overview Model card Files Use it License Provenance Model tree

Overview

Size: 185 GB
Weights: 2.74 GB (smallest of 4 GGUF variants)
Parameters: not stated
Formats: gguf
Task: text generation
License: MIT (permissive)
Files: 10, each with a sha256
Publisher: ggml-org
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

Badge	Host	Last check	Result
From source	huggingface.co	2026-11-15 05:12 UTC	passed

Model card

From the publisher at commit c295fbe. Shown as plain text with links; images open at the publisher.

GLM-4.5-Air#

Run it in the Llama app: https://llama.app

Or from the terminal:

llama serve -hf ggml-org/GLM-4.5-Air-GGUF

Source models#

https://huggingface.co/zai-org/GLM-4.5-Air

Important. This model is automatically converted using https://github.com/ggml-org/convert

Files

10 files · 185 GBWeights 2.74 GB (smallest of 4 GGUF variants). Sizes and sha256 from the signed manifest.

Hide all 10 files with their sha256

File	Size	sha256
.gitattributes	1.94 KB	ab54119a3e8e522979233a00a4b4a5ba2bd29d760cd014f3b4f08f77bbaeb4e8
.src_sha	49 B	27ce51857d90d35ce81e31692c1bc094d775c6aabfef00261635382b1a8e48ea
GLM-4.5-Air-Q4_K_M-00001-of-00002.gguf	9.31 MB	f1c043df1877b7364fd8df129d010164010ead36333438e649ef8b412e57fd51
GLM-4.5-Air-Q4_K_M-00002-of-00002.gguf	63.6 GB	524c7dc97b8206bdbc584fde130c909a4e927f1c7b2f973255fc9af9b9fc3b4b
GLM-4.5-Air-Q8_0-00001-of-00002.gguf	9.31 MB	f1451f049d87363a5aa99bee10d7db42f024f78e9c9fb1f35914f31a7fecb1ef
GLM-4.5-Air-Q8_0-00002-of-00002.gguf	114 GB	312133fe4c7db6a5b339fd2a0e90db23d47099ad7ec47f01f806abe3bece2690
README.md	409 B	981aba2ec9f11f004bfa74e1afe10bc8c814af603b250c35ce195541f7e1b472
convert.log	410 KB	f3d61e0f091a1a2f1a78b8daab369c7d8c4202682ee87498c4f045a8a417370a
mtp-GLM-4.5-Air-Q4_0.gguf	2.74 GB	3679dc7bf133a29ef88199956f1622de48c56ebe25e42d64a8a5f549ce7fa910
mtp-GLM-4.5-Air-Q8_0.gguf	5.17 GB	8d348e61cc27278aa915f253a4f21f4f8994078f3738623c589130b19f40d330

VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.

Upstream commit	Date	Contents
c295fbe54a pinned now	2026-11-15 05:12 UTC	10 files · 185 GB

Use it

$ fw get ggml-org/GLM-4.5-Air-GGUF
# manifest sha256 2595c5bea404… · 185 GB · 10 files
$ fw verify ./GLM-4.5-Air-GGUF ggml-org/GLM-4.5-Air-GGUF

fw.pyChecks the signature and every sha256, tries each source in order, resumes.

$ python3 fw.py get https://freeweights.allternit.com/manifests/ggml-org/GLM-4.5-Air-GGUF.json --dir ./GLM-4.5-Air-GGUF
$ python3 fw.py verify ./GLM-4.5-Air-GGUF ./ggml-org__GLM-4.5-Air-GGUF.json

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

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/GLM-4.5-Air-GGUF --revision c295fbe54acaa6cbe9158e4334d0fa1791164b57 --local-dir ./GLM-4.5-Air-GGUF

llama.cppDownload one GGUF variant (mtp-GLM-4.5-Air-Q4_0, 2.74 GB), then serve it.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/GLM-4.5-Air-GGUF --include "mtp-GLM-4.5-Air-Q4_0*" --local-dir ./GLM-4.5-Air-GGUF
$ llama-server -m ./GLM-4.5-Air-GGUF/mtp-GLM-4.5-Air-Q4_0.gguf

OllamaMake an Ollama model from the downloaded file.

$ printf 'FROM ./GLM-4.5-Air-GGUF/mtp-GLM-4.5-Air-Q4_0.gguf\n' > Modelfile
$ ollama create glm-4.5-air-gguf -f Modelfile

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: 981aba2ec9f11f004bfa74e1afe10bc8c814af603b250c35ce195541f7e1b472
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:

ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.glmSubject: GLM-4.5-Air-GGUFDate: 2026-11-15Commit: c295fbeSigned: 2DC28CC7B26A283B ✓

Upstream: ggml-org/GLM-4.5-Air-GGUF
Pinned commit: c295fbe54acaa6cbe9158e4334d0fa1791164b57
Manifest: GLM-4.5-Air-GGUF.json · .minisig
Manifest sha256: 2595c5bea404d18b41ee98e62617baccc2c718d92fc0caa020a4438e87a87653
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 05:12 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/ggml-org/GLM-4.5-Air-GGUF.json
$ curl -O https://freeweights.allternit.com/manifests/ggml-org/GLM-4.5-Air-GGUF.json.minisig
$ minisign -Vm GLM-4.5-Air-GGUF.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 ggml-org/GLM-4.5-Air-GGUF

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-GGUF.json. Provenance. Takedown history: none.

Source

huggingface.co/ggml-org/GLM-4.5-Air-GGUF

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