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alt.freeweights.glm / exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned
From: laion <huggingface.co/laion>Newsgroups: alt.freeweights.glmSubject:

exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned

Date: 2026-11-15Commit: a6f2402Signed: 2DC28CC7B26A283B ✓

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

0M params16.4GBexp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleanedsafetensorspermissive
FactsParams0MSize16.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get laion/exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned
# manifest sha256 e961e4c122e9… · 16.4 GB · 23 files
$ fw verify ./exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned laion/exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned
From sourceHosted (signed)laion/exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleanedLast check: 2026-11-15 04:30 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 04:30 UTCpassed

Model card

From the publisher at commit a6f2402. Shown as plain text with links; images open at the publisher.

exp-syh-r2egym-askllm-constrained_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-syh-r2egym-askllm-constrained_glm_4.7_traces_jupiter_cleaned/snapshots/d13cd4ded646d8380dc70005a25fadeae9836514_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.md1.65 KBea63355b6a6df881121790ebf86e6dc5248a8c8c927d8a392ade6d9a8a833971
added_tokens.json707 Bc0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json541 B32fddb51f532dfde115a88c50e436c7912fbafc44bafe5905c46f43454c98f4d
chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
config.json1.54 KBed36641e183b3d95dcefad8906aa22d183c445e4b582c8a0ca7d71a713c85f2d
generation_config.json188 B3b101cd89b140b757d0bca469e75570e75789a2423ada90a33ec17707dfacf08
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model-00001-of-00004.safetensors4.90 GBa7b8539f56dfef6c178fd58b529ef32bdc57798711cb39d9222a99f5fd14c3ce
model-00002-of-00004.safetensors4.92 GB739e5937d98a7d572665070e950c13f10e9ae6689a838ac4e9c415ee061dbc8c
model-00003-of-00004.safetensors4.98 GB48fbc9894db030073d7cdc0b1f7fc0b551d6b3e49ddfd2ad2a7f83e7c47fcb5c
model-00004-of-00004.safetensors1.58 GB4c92603efcc670e3cb81f6180fa9076f5affbb7dc738a586471bf82961564597
model.safetensors.index.json32.9 KB9befa4b90440360a9eea244d7c3ab235d0df1e536929078af008d1895522ec7e
run_summary.json776 B9d15bc5199215eacb029d4ad1bdd1e8959b25ff60c0bf5683b7ce49b0beccb89
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json11.4 MBaeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
tokenizer_config.json5.43 KB776e3ac0537ac47639ddbfd840314938cfb7188be09f7436ed6704efb338ac77
train_results.json541 B32fddb51f532dfde115a88c50e436c7912fbafc44bafe5905c46f43454c98f4d
trainer_log.jsonl147 KB703d6f36875ec69eeff88ef0ba655170a10068e178b1b7338df1906bf5ff06fa
trainer_state.json236 KB851ad3007b5630e22bd4a97d5e18e0ccea90ff2b9f3e4f46549389d2dd547c1c
training_args.bin8.72 KB87992786423fb609fc969f77a1845037cbfb47a00cd6a8a0a91508afd9a1f8d8
training_loss.png46.2 KB198e5376e76f5aef6e4a95ef338822d4764672703efb36d0912a5672de7bc24d
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
a6f2402ef4 pinned now2026-11-15 04:30 UTC23 files · 16.4 GB

Use it

$ fw get laion/exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned
# manifest sha256 e961e4c122e9… · 16.4 GB · 23 files
$ fw verify ./exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned laion/exp-syh-r2egym-askllm-constrained_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-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned.json --dir ./exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned $ python3 fw.py verify ./exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned ./laion__exp-syh-r2egym-askllm-constrained_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-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned --revision a6f2402ef4268c79296fada6f90af928af271404 --local-dir ./exp-syh-r2egym-askllm-constrained_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-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned", revision="a6f2402ef4268c79296fada6f90af928af271404") model = AutoModelForCausalLM.from_pretrained("laion/exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned", revision="a6f2402ef4268c79296fada6f90af928af271404", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve laion/exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned --revision a6f2402ef4268c79296fada6f90af928af271404
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
ea63355b6a6df881121790ebf86e6dc5248a8c8c927d8a392ade6d9a8a833971
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-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleanedDate: 2026-11-15Commit: a6f2402Signed: 2DC28CC7B26A283B ✓
Upstream
laion/exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned
Pinned commit
a6f2402ef4268c79296fada6f90af928af271404
Manifest
exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned.json · .minisig
Manifest sha256
e961e4c122e99794572aab244f8f0eadbd1863915c6e0666ebc7f062b35b2a13
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:30 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/laion/exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned.json $ curl -O https://freeweights.allternit.com/manifests/laion/exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned.json.minisig $ minisign -Vm exp-syh-r2egym-askllm-constrained_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-syh-r2egym-askllm-constrained_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-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned.json. Provenance. Takedown history: none.
Source
huggingface.co/laion/exp-syh-r2egym-askllm-constrained_glm_4_7_traces_jupiter_cleaned

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