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alt.freeweights.glm / glm-4_6-stackexchange-tezos-32ep-131k
From: laion <huggingface.co/laion>Newsgroups: alt.freeweights.glmSubject:

glm-4_6-stackexchange-tezos-32ep-131k

Date: 2026-11-15Commit: 0a4e349Signed: 2DC28CC7B26A283B ✓

Text generation model with 0M parameters. Safetensors weights, 16.4 GB in all. Published by laion under Apache-2.0.

0M params16.4GBglm-4_6-stackexchange-tezos-32ep-131ksafetensorspermissive
FactsParams0MSize16.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get laion/glm-4_6-stackexchange-tezos-32ep-131k
# manifest sha256 10b2ebeab438… · 16.4 GB · 23 files
$ fw verify ./glm-4_6-stackexchange-tezos-32ep-131k laion/glm-4_6-stackexchange-tezos-32ep-131k
From sourceHosted (signed)laion/glm-4_6-stackexchange-tezos-32ep-131kLast check: 2026-11-15 04:21 UTC
Run at homeGet help

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

Fine-tune of Qwen3-8B.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
16.4 GB
Weights
16.4 GB (safetensors)
Parameters
0M
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
23, each with a sha256
Publisher
laion
Added
2026-11-15
Section
alt.freeweights.glm
Lineage

Original release from the publisher.

Base model: Qwen/Qwen3-8B

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 04:21 UTCpassed

Model card

From the publisher at commit 0a4e349. Shown as plain text with links; images open at the publisher.

glm-4_6-stackexchange-tezos-32ep-131k#

This model is a fine-tuned version of Qwen/Qwen3-8B on the open-athena/glm-4.6-stackexchange-tezos-32ep-131k dataset.

Model description#

More information needed

Intended uses & limitations#

More information needed

Training and evaluation data#

More information needed

Training procedure#

Training hyperparameters#

The following hyperparameters were used during training:

  • learning_rate: 4e-05
  • train_batch_size: 1
  • eval_batch_size: 8
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 8
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 16
  • total_eval_batch_size: 64
  • optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.98) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 7.0
Training results#
Framework versions#
  • Transformers 4.56.1
  • Pytorch 2.9.1+cu128
  • Datasets 4.4.1
  • Tokenizers 0.22.1

Files

23 files · 16.4 GBWeights 16.4 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 23 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md1.44 KB02ddf17633dda9812294d87f435befe003d63d999147a8d70536bbce92fcbd58
added_tokens.json707 Bc0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json544 Bafc8e44e1f0336c2d6005dbf0481a4d95037084669fa343d17ae21cac2b48a5a
chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
config.json1.54 KB0990b6c9886d3c687f6a36dfb9bc3d82c2b58092a1cf32ca771fb0fb858256c4
generation_config.json188 B7ba4fb1eb8982970a54c98414d98567d29adf420768362345ff908e190a08bdb
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model-00001-of-00004.safetensors4.90 GB0612ad558e4d181be7fc0a0fcb6931ad310629b053eb81bb862a5ec4b37885ad
model-00002-of-00004.safetensors4.92 GB46eb616d076c7ce8c93f35d6a958606a31ae8b648f61aac3877dd064b5c86c1b
model-00003-of-00004.safetensors4.98 GB393f614e5b2ecb0e03b77f1f7c30d3b0200b101fd57307d8c93370ea9246915a
model-00004-of-00004.safetensors1.58 GB79bf0461c3b3753019795e4bacff81c885c70391fe73d18d74194657424cf7ef
model.safetensors.index.json32.9 KB9befa4b90440360a9eea244d7c3ab235d0df1e536929078af008d1895522ec7e
run_summary.json533 B1f592dd8948a93be7052a50bf668a93da6c83f911aa25eb257dbf6dcd18da3b6
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json11.4 MBaeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
tokenizer_config.json5.43 KB776e3ac0537ac47639ddbfd840314938cfb7188be09f7436ed6704efb338ac77
train_results.json544 Bafc8e44e1f0336c2d6005dbf0481a4d95037084669fa343d17ae21cac2b48a5a
trainer_log.jsonl168 KB31d032be0f18293115ccc81c7952986fb5a3765a30f06332a5bdd6586cfefb27
trainer_state.json261 KBdade93ba03f6d87cc45b007f06de6c3faf6f601ef986501411f3f2a68cfe8a60
training_args.bin8.72 KB026bc5c1ca5bbfffc9164ba87e85ecf6782cc2902b89fd635d1ee00d7ebc9906
training_loss.png41.4 KB429182aa57fbbad917ece64786a076e5672f29447dc4d126357d4995f9cc5689
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
0a4e349128 pinned now2026-11-15 04:21 UTC23 files · 16.4 GB

Use it

$ fw get laion/glm-4_6-stackexchange-tezos-32ep-131k
# manifest sha256 10b2ebeab438… · 16.4 GB · 23 files
$ fw verify ./glm-4_6-stackexchange-tezos-32ep-131k laion/glm-4_6-stackexchange-tezos-32ep-131k
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/laion/glm-4_6-stackexchange-tezos-32ep-131k.json --dir ./glm-4_6-stackexchange-tezos-32ep-131k $ python3 fw.py verify ./glm-4_6-stackexchange-tezos-32ep-131k ./laion__glm-4_6-stackexchange-tezos-32ep-131k.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download laion/glm-4_6-stackexchange-tezos-32ep-131k --revision 0a4e349128fe9f1ef46b4a9bff835be85e5d1e97 --local-dir ./glm-4_6-stackexchange-tezos-32ep-131k
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForCausalLM, AutoTokenizer tok = AutoTokenizer.from_pretrained("laion/glm-4_6-stackexchange-tezos-32ep-131k", revision="0a4e349128fe9f1ef46b4a9bff835be85e5d1e97") model = AutoModelForCausalLM.from_pretrained("laion/glm-4_6-stackexchange-tezos-32ep-131k", revision="0a4e349128fe9f1ef46b4a9bff835be85e5d1e97", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve laion/glm-4_6-stackexchange-tezos-32ep-131k --revision 0a4e349128fe9f1ef46b4a9bff835be85e5d1e97
Run at home

License

Name
Apache License 2.0
Id
Apache-2.0
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
02ddf17633dda9812294d87f435befe003d63d999147a8d70536bbce92fcbd58
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: laion <huggingface.co/laion>Newsgroups: alt.freeweights.glmSubject: glm-4_6-stackexchange-tezos-32ep-131kDate: 2026-11-15Commit: 0a4e349Signed: 2DC28CC7B26A283B ✓
Upstream
laion/glm-4_6-stackexchange-tezos-32ep-131k
Pinned commit
0a4e349128fe9f1ef46b4a9bff835be85e5d1e97
Manifest
glm-4_6-stackexchange-tezos-32ep-131k.json · .minisig
Manifest sha256
10b2ebeab438355b29bbf3330eff47164d99287488591e805cd2b85911c5122b
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:21 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/laion/glm-4_6-stackexchange-tezos-32ep-131k.json $ curl -O https://freeweights.allternit.com/manifests/laion/glm-4_6-stackexchange-tezos-32ep-131k.json.minisig $ minisign -Vm glm-4_6-stackexchange-tezos-32ep-131k.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

Qwen/Qwen3-8B · this model is a finetune of it

No model in the catalog names this one as its parent.

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download laion/glm-4_6-stackexchange-tezos-32ep-131k
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_6-stackexchange-tezos-32ep-131k.json. Provenance. Takedown history: none.
Source
huggingface.co/laion/glm-4_6-stackexchange-tezos-32ep-131k

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