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alt.freeweights.glm / stackexchange-tezos-sandboxes_glm_4_6_traces_locetash
From: laion <huggingface.co/laion>Newsgroups: alt.freeweights.glmSubject:

stackexchange-tezos-sandboxes_glm_4_6_traces_locetash

Date: 2026-11-15Commit: c7507c5Signed: 2DC28CC7B26A283B ✓

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

0M params16.4GBstackexchange-tezos-sandboxes_glm_4_6_traces_locetashsafetensorspermissive
FactsParams0MSize16.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get laion/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash
# manifest sha256 32e54ded5f62… · 16.4 GB · 23 files
$ fw verify ./stackexchange-tezos-sandboxes_glm_4_6_traces_locetash laion/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash
From sourceHosted (signed)laion/stackexchange-tezos-sandboxes_glm_4_6_traces_locetashLast check: 2026-11-15 04:19 UTC
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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 04:19 UTCpassed

Model card

From the publisher at commit c7507c5. Shown as plain text with links; images open at the publisher.

stackexchange-tezos-sandboxes_glm_4_6_traces_locetash#

This model is a fine-tuned version of Qwen/Qwen3-8B on the DCAgent/stackexchange-tezos-sandboxes_glm_4.6_traces_locetash 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 4.57.3
  • Pytorch 2.9.0+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.md1.48 KB50bc319df1f564f5dc923899917e7447f2af9b5616c103553392e79016bdd75b
added_tokens.json707 Bc0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json542 B0e85c68647d267d31177bbaa47d94cb042d2360b78a46bfea53a89a4bac8f28a
chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
config.json1.54 KBba0034e547c55d23e895919cd5ae10d05eefdda9562463b2c4a4c0fbeb32d698
generation_config.json188 Bd62d5449628acccf95dca468b1ff99002b3d0d428dfcdbe132f1be35a815a97b
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model-00001-of-00004.safetensors4.90 GB80d26ded09a258526a7c2e4ebe027ce458bf14d364412f0a4d5321463445b7f1
model-00002-of-00004.safetensors4.92 GBf1b2117d01778b51bcdc59e58aaa52a189372ee5789f720375992f1f0c0c4eba
model-00003-of-00004.safetensors4.98 GB2f944c71e6915ecd2a8ce848724ea06ec081e1825bda4e82a44477504342c321
model-00004-of-00004.safetensors1.58 GBfd7af4dac9c63ad213199bb7f4067ccd96a26fc016e7e1ca4fb3787e24eb8959
model.safetensors.index.json32.9 KB9befa4b90440360a9eea244d7c3ab235d0df1e536929078af008d1895522ec7e
run_summary.json542 B843c65c270d5b4c593d1f0b9c03927bfd1f010a8f3d09cbbab4faf245466db62
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json11.4 MBaeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
tokenizer_config.json5.43 KB776e3ac0537ac47639ddbfd840314938cfb7188be09f7436ed6704efb338ac77
train_results.json542 B0e85c68647d267d31177bbaa47d94cb042d2360b78a46bfea53a89a4bac8f28a
trainer_log.jsonl173 KB3592fb99807aa49d66d8caaad010a18c8cb684e4084aa12a0ac71fe2c458caee
trainer_state.json278 KB59ed8514903648aaa60d600ca41129be3164afcbf6eb5b2cf2cc97f95a36aad4
training_args.bin8.72 KB4350c8d6f56126c6ad2b6380c50f4cf3a7a0dc3a06e2922ef8e56bd4ffe9a5ab
training_loss.png41.7 KB082dd005e7d2b955b76d99775256cb9e53b1517e40b225d5b385796f6f1ec035
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
c7507c57da pinned now2026-11-15 04:19 UTC23 files · 16.4 GB

Use it

$ fw get laion/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash
# manifest sha256 32e54ded5f62… · 16.4 GB · 23 files
$ fw verify ./stackexchange-tezos-sandboxes_glm_4_6_traces_locetash laion/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/laion/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash.json --dir ./stackexchange-tezos-sandboxes_glm_4_6_traces_locetash $ python3 fw.py verify ./stackexchange-tezos-sandboxes_glm_4_6_traces_locetash ./laion__stackexchange-tezos-sandboxes_glm_4_6_traces_locetash.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download laion/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash --revision c7507c57da1b0bfb6e283857c09a3f3e3f884e8b --local-dir ./stackexchange-tezos-sandboxes_glm_4_6_traces_locetash
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/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash", revision="c7507c57da1b0bfb6e283857c09a3f3e3f884e8b") model = AutoModelForCausalLM.from_pretrained("laion/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash", revision="c7507c57da1b0bfb6e283857c09a3f3e3f884e8b", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve laion/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash --revision c7507c57da1b0bfb6e283857c09a3f3e3f884e8b
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
50bc319df1f564f5dc923899917e7447f2af9b5616c103553392e79016bdd75b
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: stackexchange-tezos-sandboxes_glm_4_6_traces_locetashDate: 2026-11-15Commit: c7507c5Signed: 2DC28CC7B26A283B ✓
Upstream
laion/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash
Pinned commit
c7507c57da1b0bfb6e283857c09a3f3e3f884e8b
Manifest
stackexchange-tezos-sandboxes_glm_4_6_traces_locetash.json · .minisig
Manifest sha256
32e54ded5f622fe1638a1f447f46699d2145568db6c342eba412e11e81fdc9f6
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:19 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/laion/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash.json $ curl -O https://freeweights.allternit.com/manifests/laion/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash.json.minisig $ minisign -Vm stackexchange-tezos-sandboxes_glm_4_6_traces_locetash.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/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. stackexchange-tezos-sandboxes_glm_4_6_traces_locetash.json. Provenance. Takedown history: none.
Source
huggingface.co/laion/stackexchange-tezos-sandboxes_glm_4_6_traces_locetash

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