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alt.freeweights.glm / GLM-4.7-Flash-6bit
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.glmSubject:

GLM-4.7-Flash-6bit

Date: 2026-11-15Commit: 6a4b4e6Signed: 2DC28CC7B26A283B ✓

Text generation model with 29.9B parameters. Safetensors weights, 24.4 GB in all. Published by mlx-community under MIT.

29.9B params24.4GBGLM-4.7-Flash-6bitsafetensorspermissive
FactsParams29.9BSize24.4 GBFormatssafetensorsTasktext generationLicenseMITFrom sourcepermissive
$ fw get mlx-community/GLM-4.7-Flash-6bit
# manifest sha256 a381642b66fc… · 24.4 GB · 13 files
$ fw verify ./GLM-4.7-Flash-6bit mlx-community/GLM-4.7-Flash-6bit
From sourceHosted (signed)mlx-community/GLM-4.7-Flash-6bitLast check: 2026-11-15 05:09 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
24.4 GB
Weights
24.3 GB (safetensors)
Parameters
29.9B
Formats
safetensors
Task
text generation
License
MIT (permissive)
Files
13, 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-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 05:09 UTCpassed

Model card

From the publisher at commit 6a4b4e6. Shown as plain text with links; images open at the publisher.

mlx-community/GLM-4.7-Flash-6bit#

This model mlx-community/GLM-4.7-Flash-6bit was converted to MLX format from zai-org/GLM-4.7-Flash using mlx-lm version 0.30.5.

Use with mlx#

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("mlx-community/GLM-4.7-Flash-6bit")

prompt = "hello"

if tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, add_generation_prompt=True, return_dict=False,
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)

Files

13 files · 24.4 GBWeights 24.3 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 13 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md865 B24856dc96548753a56d0fc776c76643ecd07c51481d7ba664479d917dbffeb5d
chat_template.jinja3.12 KBd63ad536c3c81880043e22ec7fd08db42b4d8fb7c89c7138bc562bfa25281375
config.json1.37 KB15a5887641fa61c8f2a5b708f07834ee76924799c97c290e68f25c4b05929b83
generation_config.json181 Be19f4eb8be12cdb62a3737b52a332c7c142cbf5ee24a5de7d806f6132b782425
model-00001-of-00005.safetensors5.32 GBbe54b57c4f1648bcb6a331e970ba4650e225be755e6ce6325c40523e02578be9
model-00002-of-00005.safetensors5.35 GB078ea52d1b48ee499e16495210661aafd81db9eb4109ffea8f7c1089d398ce1c
model-00003-of-00005.safetensors5.33 GB4bbf8e6a6c0e5afc13854b1fc8d44bccd3dc596d680ece0aeeb4abf342a7a725
model-00004-of-00005.safetensors5.33 GB96df5837501c01d680841e36411f70b4960ff0574c6e2033ca634eed3df3200c
model-00005-of-00005.safetensors3.01 GB4a62e19be5624b263e1a4c177942bc9a2f6b6f92b82d054eb53bf5a6d34cf0d6
model.safetensors.index.json183 KBe770154d72235b6a68b2a3f493d4deee51eb77c4e7f01b52632eb3e7053e0bb2
tokenizer.json20.2 MBad47af68eb0dfcc868258957578831a793a15858b88e2f8325d644fc77f4fb1c
tokenizer_config.json1.21 KBc8ee8927ebec39b93edf7333e7ded950299c643a569a601bb7bac9dc94d1f648
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
6a4b4e620a pinned now2026-11-15 05:09 UTC13 files · 24.4 GB

Use it

$ fw get mlx-community/GLM-4.7-Flash-6bit
# manifest sha256 a381642b66fc… · 24.4 GB · 13 files
$ fw verify ./GLM-4.7-Flash-6bit mlx-community/GLM-4.7-Flash-6bit
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-4.7-Flash-6bit.json --dir ./GLM-4.7-Flash-6bit $ python3 fw.py verify ./GLM-4.7-Flash-6bit ./mlx-community__GLM-4.7-Flash-6bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/GLM-4.7-Flash-6bit --revision 6a4b4e620a3a7c7759227d8905cf8293ab28bc54 --local-dir ./GLM-4.7-Flash-6bit
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-4.7-Flash-6bit", revision="6a4b4e620a3a7c7759227d8905cf8293ab28bc54") model = AutoModelForCausalLM.from_pretrained("mlx-community/GLM-4.7-Flash-6bit", revision="6a4b4e620a3a7c7759227d8905cf8293ab28bc54", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/GLM-4.7-Flash-6bit --revision 6a4b4e620a3a7c7759227d8905cf8293ab28bc54
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
24856dc96548753a56d0fc776c76643ecd07c51481d7ba664479d917dbffeb5d
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-4.7-Flash-6bitDate: 2026-11-15Commit: 6a4b4e6Signed: 2DC28CC7B26A283B ✓
Upstream
mlx-community/GLM-4.7-Flash-6bit
Pinned commit
6a4b4e620a3a7c7759227d8905cf8293ab28bc54
Manifest
GLM-4.7-Flash-6bit.json · .minisig
Manifest sha256
a381642b66fc67652ee87ccf90444603035181ac1cef1ea5b2b87569e3f0e65b
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:09 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/GLM-4.7-Flash-6bit.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/GLM-4.7-Flash-6bit.json.minisig $ minisign -Vm GLM-4.7-Flash-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-4.7-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 mlx-community/GLM-4.7-Flash-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-4.7-Flash-6bit.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/GLM-4.7-Flash-6bit

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