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alt.freeweights.glm / perturbed-docker-exp-freelancer-tasks_glm_4_7_traces
From: laion <huggingface.co/laion>Newsgroups: alt.freeweights.glmSubject:

perturbed-docker-exp-freelancer-tasks_glm_4_7_traces

Date: 2026-11-15Commit: d3389c2Signed: 2DC28CC7B26A283B ✓

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

0M params16.4GBperturbed-docker-exp-freelancer-tasks_glm_4_7_tracessafetensorspermissive
FactsParams0MSize16.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get laion/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces
# manifest sha256 1018050721d0… · 16.4 GB · 23 files
$ fw verify ./perturbed-docker-exp-freelancer-tasks_glm_4_7_traces laion/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces
From sourceHosted (signed)laion/perturbed-docker-exp-freelancer-tasks_glm_4_7_tracesLast check: 2026-11-15 04:24 UTC
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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 04:24 UTCpassed

Model card

From the publisher at commit d3389c2. Shown as plain text with links; images open at the publisher.

perturbed-docker-exp-freelancer-tasks_glm_4_7_traces#

This model is a fine-tuned version of Qwen/Qwen3-8B on the /data/cat/ws/befe330h-befe330h-otagent/huggingface/hub/datasets--DCAgent--perturbed-docker-exp-freelancer-tasks_glm_4.7_traces/snapshots/678a5760f0b5306a6ab1f04d6276204b2e4f91f6_thinking_preprocessed 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 4.57.6
  • Pytorch 2.9.0+cu128
  • Datasets 4.4.1
  • Tokenizers 0.22.2

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.md1.61 KB324162e8d78db68b53ebd5adaead3c1c0f857a4e4068349b7575b9d20d3b8e5e
added_tokens.json707 Bc0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json542 B638d444cce286499e634942f6c2a555fc7911056865b8901ce923357faefe865
chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
config.json1.54 KBed36641e183b3d95dcefad8906aa22d183c445e4b582c8a0ca7d71a713c85f2d
generation_config.json188 B3b101cd89b140b757d0bca469e75570e75789a2423ada90a33ec17707dfacf08
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model-00001-of-00004.safetensors4.90 GB3e84943e0ae44f194fdc2c1ffd9420dc2a887c711cd87c0262abad4514d2cf91
model-00002-of-00004.safetensors4.92 GBb10b0d4deb49940f42071f89816d116c5b819fbdecf54a352d59399b2dee4b72
model-00003-of-00004.safetensors4.98 GBb0497b984112f17814f5095851f30cf101145d6c94eca74fb32a99b54026f304
model-00004-of-00004.safetensors1.58 GB031cb8ecf3193593bdd08fb92875fbdadcc677f0bcf5b6790b3536631c403547
model.safetensors.index.json32.9 KB9befa4b90440360a9eea244d7c3ab235d0df1e536929078af008d1895522ec7e
run_summary.json740 B4b0406c691a2e8781bb0f49511e10de892f54ba69e01ad8263357b382db21862
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json11.4 MBaeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
tokenizer_config.json5.43 KB776e3ac0537ac47639ddbfd840314938cfb7188be09f7436ed6704efb338ac77
train_results.json542 B638d444cce286499e634942f6c2a555fc7911056865b8901ce923357faefe865
trainer_log.jsonl78.3 KB507df455154886cf4a5e29614fddc44a83ae474c7f693ea8db4e8664df4b7738
trainer_state.json126 KBb6db9cbe1ed38f88e1a5b656844a0095c9a0af1c47fe84c60fcb5e34ca280c21
training_args.bin8.72 KBb64ed91831f9834ae539d5ffc81451ce08e32fa5fd38044772524b440ee54823
training_loss.png40.5 KB1c8f751cdea674321e5beb22a0221347aaa74bd2dff80e080e4f0136e7f9827c
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
d3389c2c2a pinned now2026-11-15 04:24 UTC23 files · 16.4 GB

Use it

$ fw get laion/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces
# manifest sha256 1018050721d0… · 16.4 GB · 23 files
$ fw verify ./perturbed-docker-exp-freelancer-tasks_glm_4_7_traces laion/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/laion/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces.json --dir ./perturbed-docker-exp-freelancer-tasks_glm_4_7_traces $ python3 fw.py verify ./perturbed-docker-exp-freelancer-tasks_glm_4_7_traces ./laion__perturbed-docker-exp-freelancer-tasks_glm_4_7_traces.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download laion/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces --revision d3389c2c2a63b0444440408e0ed4689a9b4d016c --local-dir ./perturbed-docker-exp-freelancer-tasks_glm_4_7_traces
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/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces", revision="d3389c2c2a63b0444440408e0ed4689a9b4d016c") model = AutoModelForCausalLM.from_pretrained("laion/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces", revision="d3389c2c2a63b0444440408e0ed4689a9b4d016c", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve laion/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces --revision d3389c2c2a63b0444440408e0ed4689a9b4d016c
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
324162e8d78db68b53ebd5adaead3c1c0f857a4e4068349b7575b9d20d3b8e5e
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: perturbed-docker-exp-freelancer-tasks_glm_4_7_tracesDate: 2026-11-15Commit: d3389c2Signed: 2DC28CC7B26A283B ✓
Upstream
laion/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces
Pinned commit
d3389c2c2a63b0444440408e0ed4689a9b4d016c
Manifest
perturbed-docker-exp-freelancer-tasks_glm_4_7_traces.json · .minisig
Manifest sha256
1018050721d06d0907a0a16c17dda02e6d7904799e66065c5b3cc0322ae5cb95
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:24 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/laion/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces.json $ curl -O https://freeweights.allternit.com/manifests/laion/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces.json.minisig $ minisign -Vm perturbed-docker-exp-freelancer-tasks_glm_4_7_traces.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/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. perturbed-docker-exp-freelancer-tasks_glm_4_7_traces.json. Provenance. Takedown history: none.
Source
huggingface.co/laion/perturbed-docker-exp-freelancer-tasks_glm_4_7_traces

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