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alt.freeweights.glm / exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned
From: laion <huggingface.co/laion>Newsgroups: alt.freeweights.glmSubject:

exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned

Date: 2026-11-15Commit: 5c172efSigned: 2DC28CC7B26A283B ✓

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

0M params16.4GBexp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleanedsafetensorspermissive
FactsParams0MSize16.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get laion/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned
# manifest sha256 13468ee369e9… · 16.4 GB · 23 files
$ fw verify ./exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned laion/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned
From sourceHosted (signed)laion/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleanedLast check: 2026-11-15 04:29 UTC
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Fine-tune of Qwen3-8B.

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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 04:29 UTCpassed

Model card

From the publisher at commit 5c172ef. Shown as plain text with links; images open at the publisher.

exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned#

This model is a fine-tuned version of Qwen/Qwen3-8B on the /data/cat/ws/befe330h-befe330h-otagent/huggingface/hub/datasets--DCAgent--exp-uns-r2egym-33_6x_glm_4.7_traces_jupiter_cleaned/snapshots/979a62e8e35d7341b236ceb175f7ddcff8c72d01_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 KBb80d1e7075b197bdd21136b3a60bebdc7e2a671e59444371715aa1f0053bcb4a
added_tokens.json707 Bc0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json543 Bd959222cba23a4563beabd900d1cc9aa4000910fe68f3ab70c0cf824b05356c1
chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
config.json1.54 KBed36641e183b3d95dcefad8906aa22d183c445e4b582c8a0ca7d71a713c85f2d
generation_config.json188 B3b101cd89b140b757d0bca469e75570e75789a2423ada90a33ec17707dfacf08
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model-00001-of-00004.safetensors4.90 GB35396a23a779688d125c32b5c2c6a02d049d4c55228df81a2d6d94e5eb62f08b
model-00002-of-00004.safetensors4.92 GB99cbf9b0acf2c9ba0e03656ac3ee84c6d2df605e3f186d2c69cbeb46d5a86f1b
model-00003-of-00004.safetensors4.98 GB16507bbf6143c6685f8782a6b20eebd9018874a3a35e6e2b7cf2d3918492317e
model-00004-of-00004.safetensors1.58 GBb23599d9c380e3deb228a7020319854ad384bd5c56908e69b4f8339b29d83841
model.safetensors.index.json32.9 KB9befa4b90440360a9eea244d7c3ab235d0df1e536929078af008d1895522ec7e
run_summary.json737 Bcc5465e4de1305b25f5c861dc1f5162dd22d88c8dc6bb3712039ef5d8a90b9c0
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json11.4 MBaeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
tokenizer_config.json5.43 KB776e3ac0537ac47639ddbfd840314938cfb7188be09f7436ed6704efb338ac77
train_results.json543 Bd959222cba23a4563beabd900d1cc9aa4000910fe68f3ab70c0cf824b05356c1
trainer_log.jsonl137 Be159b6d7ffbd038a0ea93d6dafc0a27e1a7b3ba401e316daa8afe05fc7b63325
trainer_state.json281 KBd6984b3c3888e6563d162022972d51b0aeab9429b33478e69e43277ee6f3317e
training_args.bin8.66 KBec7dc6fedf9ce6ab4921fb32d8302d4bc0cf342714caf668a871e5ac991b69f1
training_loss.png41.2 KBe9110ee45e7207e850e7d997a7a5292394275aef6f15a8965a3671bd355fa133
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
5c172ef5a2 pinned now2026-11-15 04:29 UTC23 files · 16.4 GB

Use it

$ fw get laion/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned
# manifest sha256 13468ee369e9… · 16.4 GB · 23 files
$ fw verify ./exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned laion/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/laion/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned.json --dir ./exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned $ python3 fw.py verify ./exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned ./laion__exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download laion/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned --revision 5c172ef5a2fdd0c7184fe8325bc43022021004ed --local-dir ./exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned
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/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned", revision="5c172ef5a2fdd0c7184fe8325bc43022021004ed") model = AutoModelForCausalLM.from_pretrained("laion/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned", revision="5c172ef5a2fdd0c7184fe8325bc43022021004ed", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve laion/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned --revision 5c172ef5a2fdd0c7184fe8325bc43022021004ed
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
b80d1e7075b197bdd21136b3a60bebdc7e2a671e59444371715aa1f0053bcb4a
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: exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleanedDate: 2026-11-15Commit: 5c172efSigned: 2DC28CC7B26A283B ✓
Upstream
laion/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned
Pinned commit
5c172ef5a2fdd0c7184fe8325bc43022021004ed
Manifest
exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned.json · .minisig
Manifest sha256
13468ee369e9be8e89a2555d4edeb905a77c0e6fb695c9b30bc98bf8659f13d8
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:29 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/laion/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned.json $ curl -O https://freeweights.allternit.com/manifests/laion/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned.json.minisig $ minisign -Vm exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned.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/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned.json. Provenance. Takedown history: none.
Source
huggingface.co/laion/exp-uns-r2egym-33_6x_glm_4_7_traces_jupiter_cleaned

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