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alt.freeweights.glm / GLM-4.7-Flash
From: zai-org <huggingface.co/zai-org>Newsgroups: alt.freeweights.glmSubject:

GLM-4.7-Flash

Date: 2026-11-14Commit: 7dd2089Signed: 2DC28CC7B26A283B ✓

Text generation model with 31.2B parameters. Safetensors weights, 62.5 GB in all. Published by zai-org under MIT.

31.2B params62.5GBGLM-4.7-Flashsafetensorspermissive
FactsParams31.2BSize62.5 GBFormatssafetensorsTasktext generationLicenseMITFrom sourcepermissive
$ fw get zai-org/GLM-4.7-Flash
# manifest sha256 47a431dd5ad6… · 62.5 GB · 58 files
$ fw verify ./GLM-4.7-Flash zai-org/GLM-4.7-Flash
From sourcezai-org/GLM-4.7-FlashLast check: 2026-11-14 06:31 UTC
Runs withvLLMSGLangFine-tune withAxolotlTRLPEFTUnsloth
OverviewFilesUse itLicenseProvenance

Overview

Size
62.5 GB
Weights
62.4 GB (safetensors)
Parameters
31.2B
Formats
safetensors
Task
text generation
License
MIT (permissive)
Files
58, each with a sha256
Publisher
zai-org
Added
2026-11-14
Section
alt.freeweights.glm
Lineage

Original release from the publisher.

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.co2026-11-14 06:31 UTCpassed

Files

58 files · 62.5 GBWeights 62.4 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 58 files with their sha256
FileSizesha256
.eval_results/gpqa.yaml197 Bd6cbc1413ff508691275caf9972c58cea4db8c8083e943ec37ae6d1a4b844f61
.eval_results/hle.yaml186 B23e7499d8d3042fd203dcad1302d9529a3adbbc88be20c10d77dfff835e60419
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md8.17 KB7bfcbced42741ceb3fff8809f8d6c84ada9696850e257c4e53e6c2fe9ef4f9bf
chat_template.jinja3.12 KBd63ad536c3c81880043e22ec7fd08db42b4d8fb7c89c7138bc562bfa25281375
config.json1.07 KBdc9b97c7c9bed726a2e6939da4234d5c43abb3edec8812068c9a1af1dbc13acb
generation_config.json181 Be19f4eb8be12cdb62a3737b52a332c7c142cbf5ee24a5de7d806f6132b782425
model-00001-of-00048.safetensors1.44 GB90abe0d075755853145c96906a1300f57c167fcc9aa67221239b448abf54933c
model-00002-of-00048.safetensors1.27 GB8c51e2434efe609cbe652014a924e088a5ea97be35ca29cfa893a1a9a90304b1
model-00003-of-00048.safetensors1.27 GBab6ebdd01af10c9bde1ec0b2a182d6f7ff8df831add6810695e5f3b50918040d
model-00004-of-00048.safetensors1.27 GB932e4dbb8f7583d2b6392a6e850dd7aa05636827e8b90ff7858cae709838dca7
model-00005-of-00048.safetensors1.27 GB7f56a3e52bf5905c2df07ef53575ae8e62622138a15b0affc2b3f84785ca81e9
model-00006-of-00048.safetensors1.27 GB83aa0eeca6e5a9394bb8a1c9cab46cc603799d729cf64ed4bbc341e0a7085feb
model-00007-of-00048.safetensors1.27 GBa9679076d3bd10c5f1287d12418fddb41c8b54b8c8ccc0672796ef7e8431b797
model-00008-of-00048.safetensors1.27 GB7d1231577a057ff957d480c277e497910acbba75fc9232f8fd8f44c1a647d7a2
model-00009-of-00048.safetensors1.27 GB095d626626773284535ba4114c2b320003ba3c8430bd104f5e7bba3772b2a1b1
model-00010-of-00048.safetensors1.27 GBc3f8d197b0d253082f547d67989b1e3928a742b508f6f8d4abf119f3ba2990ed
model-00011-of-00048.safetensors1.27 GBa8b7eeef625a6ed9ced479e064870f0ebf0da67056cd5e582300d0ebcf44de21
model-00012-of-00048.safetensors1.27 GB49adb8b9f02d1643ab22406b0e05938ce3d7a8986fd0981e0af5d4cd47ee8b12
model-00013-of-00048.safetensors1.27 GBf269382ae6ce42cd05937fcd5551e08da151c810a87bb0e1994ff9bb5f9eb7c9
model-00014-of-00048.safetensors1.27 GBacd6f36aadceda658a5db6fc6a04160ae2ca1ae78d4a9c84aeabcea8e80b44c8
model-00015-of-00048.safetensors1.27 GB606079fe1e000d658142c59fee66aa8d7c949d758612debd78d21cde2fae392c
model-00016-of-00048.safetensors1.27 GBb53fb45f7689b505fc185180503ea9d45af67042ba38914e53bbdee97173c974
model-00017-of-00048.safetensors1.27 GBa51e478badd50bb9b5299e3ad7979bfd40da8ab96983de0cd16a0fb5fddb4bc9
model-00018-of-00048.safetensors1.27 GB680295c83f29a90c97f2d68c1290a152330c2dbd3654abdf0f074e6d8018062c
model-00019-of-00048.safetensors1.27 GB355f9437e291b0846b5ecac1d644766ec17bd4863da441e4e786f33d7bac3347
model-00020-of-00048.safetensors1.27 GB8f8d4698fc5ce834021254b407c61e5376a693dcafeb996a8fc708639b44aed8
model-00021-of-00048.safetensors1.27 GB111570fc7f55bcb9beb7bcb969475b27ffbcad97b95788464ff91a1e07ff897a
model-00022-of-00048.safetensors1.27 GBced6a73df393df3bd559fc69093763fb5cc9fedee31e245a52a7786939199896
model-00023-of-00048.safetensors1.27 GBb287bb0ce12a1ac975978c94548f2bbab3267e83e0c888871a3ada3ddf91405d
model-00024-of-00048.safetensors1.27 GBc6e77476f0f57dc0386b64741d9251632d46e646faab6780d10a5a6a5f456668
model-00025-of-00048.safetensors1.27 GB8f9e643d9d3e9152b9156424615c8054cffe6b8bc1b776567da17bbd3b97ebcb
model-00026-of-00048.safetensors1.27 GB634da561277b9b77410a319bd930e940d443055fb688a2e4b9574aae1569192d
model-00027-of-00048.safetensors1.27 GB3286537b5a5dd2b4742878476601a4f5b1f061e948386babe05076fd058fa5ec
model-00028-of-00048.safetensors1.27 GB56335c906d44c1c6f37530d65182cd6af4fb146fa8a68e8e510d6419b5b007e7
model-00029-of-00048.safetensors1.27 GB3e6591dfb36a59918f91c152ba0baf184b4372c667fe46f74024e5d8ae86f378
model-00030-of-00048.safetensors1.27 GB62373b800980841e6ca5c4c48db570729246092d03ac756bdeb55ecfdd599a2c
model-00031-of-00048.safetensors1.27 GB332d82cefb0b4d87c48e3e989c97d3e74b6f64326313694ed226a72bf26e3b99
model-00032-of-00048.safetensors1.27 GB0f9897915eef55f41b221ff072d8b0b401e447007d648b63ddabf9b795361c18
model-00033-of-00048.safetensors1.27 GB29059fb79e6fefaad49b7c2833370cd78079b403cc98bc28ce95976207840f7f
model-00034-of-00048.safetensors1.27 GBf989cc8af19949a310599c5ab8d65f0ae8406908e1a702588b892604179061a1
model-00035-of-00048.safetensors1.27 GBaaa91e9b1a075d1753e45a01db198ed48f2739392e46e1843a4dcaaab6cd02eb
model-00036-of-00048.safetensors1.27 GBcf807da31533424a54196cd07da6caa1a22199b72d822bd8c2f387172b6e1c65
model-00037-of-00048.safetensors1.27 GB887aeb5568ef6189a7618309e50f0277ad339da86133526ca6d820b88ecbb5d4
model-00038-of-00048.safetensors1.27 GB036a38cc10858a8cc5a2fcd09fdab1b53258d04ff87dc4d3d21f140c54b029dd
model-00039-of-00048.safetensors1.27 GB62ae341291fe720719ab6cdcf2348752f262f4575a3f8221b353deb224bcbd1d
model-00040-of-00048.safetensors1.27 GBcd8af33462a3f7b4dbc5393da4016acffabafc20b826f952e912adb2a2845fe3
model-00041-of-00048.safetensors1.27 GB39098c9b6770ff5c185a70b8f0d6cfca22f95e3c47dc38de88c3d2ec2b1cf5bc
model-00042-of-00048.safetensors1.27 GBffe0b23aab19b608ca59f46628064c3d53d846c81d6f978c2579b38e09e35747
model-00043-of-00048.safetensors1.27 GBefe1da68f8c30d7e77a68d48eb7d65d28709f536062dba8168490370cca47ba4
model-00044-of-00048.safetensors1.27 GBa731baa1370864ad61cf8fe8000cb8e1e266529206824a3ce96b5229eb3c53c8
model-00045-of-00048.safetensors1.27 GBa636f872a931396d2fdc57b6c715294e14b3c8040420ffce856a2a0a18194916
model-00046-of-00048.safetensors1.27 GBba5365e31c27cd13e330a7135f7251f3bf16e99c8504acffa9e8190b585eb773
model-00047-of-00048.safetensors2.54 GB1bcc5d06065d2a564894657945ccfe9411762421c2c60acf91de31050cd4d84d
model-00048-of-00048.safetensors1.29 GB35fff90a30ca808d86dc24f9e3eda119832ab69fb1f88ae4cccfbf0e5ee409a1
model.safetensors.index.json872 KB91e6e95ca21700f50904a680c8c4212f5aa16dc7c10a013f01c906957c889791
tokenizer.json20.2 MB19e773648cb4e65de8660ea6365e10acca112d42a854923df93db4a6f333a82d
tokenizer_config.json7.23 KB31a173e2797ddc8b72ac996803513e627fc28d7aad02cfcce321a431d865c86d

Use it

$ fw get zai-org/GLM-4.7-Flash
# manifest sha256 47a431dd5ad6… · 62.5 GB · 58 files
$ fw verify ./GLM-4.7-Flash zai-org/GLM-4.7-Flash
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/zai-org/GLM-4.7-Flash.json --dir ./GLM-4.7-Flash $ python3 fw.py verify ./GLM-4.7-Flash ./zai-org__GLM-4.7-Flash.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download zai-org/GLM-4.7-Flash --revision 7dd20894a642a0aa287e9827cb1a1f7f91386b67 --local-dir ./GLM-4.7-Flash
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForCausalLM, AutoTokenizer tok = AutoTokenizer.from_pretrained("zai-org/GLM-4.7-Flash", revision="7dd20894a642a0aa287e9827cb1a1f7f91386b67") model = AutoModelForCausalLM.from_pretrained("zai-org/GLM-4.7-Flash", revision="7dd20894a642a0aa287e9827cb1a1f7f91386b67", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve zai-org/GLM-4.7-Flash --revision 7dd20894a642a0aa287e9827cb1a1f7f91386b67
Run in Allternit Desktopcoming in Phase 1
Fine-tune in Freeweights Studiocoming in Phase 3

License

Name
MIT License
Id
MIT
Class
Permissive
Redistribution
yes
Text in
README.md
Text sha256
7bfcbced42741ceb3fff8809f8d6c84ada9696850e257c4e53e6c2fe9ef4f9bf
Terms gate
No extra terms beyond the license.

Read the license text

Licenses are checked against the license list. A custom license passes only after a recorded human audit.

Provenance

From: zai-org <huggingface.co/zai-org>Newsgroups: alt.freeweights.glmSubject: GLM-4.7-FlashDate: 2026-11-14Commit: 7dd2089Signed: 2DC28CC7B26A283B ✓
Upstream
zai-org/GLM-4.7-Flash
Pinned commit
7dd20894a642a0aa287e9827cb1a1f7f91386b67
Manifest
GLM-4.7-Flash.json · .minisig
Manifest sha256
47a431dd5ad68bd2cd97106d33b52915d53645073c46b9d1f1e4865f968a1c66
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 06:31 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/zai-org/GLM-4.7-Flash.json $ curl -O https://freeweights.allternit.com/manifests/zai-org/GLM-4.7-Flash.json.minisig $ minisign -Vm GLM-4.7-Flash.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

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download zai-org/GLM-4.7-Flash
Run in Allternit Desktopcoming in Phase 1
Signed manifest
minisign, key 2DC28CC7B26A283B. GLM-4.7-Flash.json. Provenance. Takedown history: none.
Source
huggingface.co/zai-org/GLM-4.7-Flash

Related models

All of alt.freeweights.glm →
From: zai-org <huggingface.co/zai-org>Subject: GLM-5.3
From: zai-org <huggingface.co/zai-org>Subject: GLM-5.3-Flash
From: unsloth <huggingface.co/unsloth>Subject: GLM-5.3-Flash-GGUF