alt.freeweights.glm / exp-uns-tezos-40x_glm_4_7_traces_jupiter

From: laion <huggingface.co/laion>Newsgroups: alt.freeweights.glmSubject:

exp-uns-tezos-40x_glm_4_7_traces_jupiter

Date: 2026-11-15Commit: da57fc5Signed: 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-tezos-40x_glm_4_7_traces_jupitersafetensorspermissive

FactsParams0MSize16.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive

$ fw get laion/exp-uns-tezos-40x_glm_4_7_traces_jupiter
# manifest sha256 b1dc73478a9c… · 16.4 GB · 23 files
$ fw verify ./exp-uns-tezos-40x_glm_4_7_traces_jupiter laion/exp-uns-tezos-40x_glm_4_7_traces_jupiter

From sourceHosted (signed)laion/exp-uns-tezos-40x_glm_4_7_traces_jupiterLast check: 2026-11-15 04:28 UTC

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Fine-tune of Qwen3-8B.

Works with

Run24 Fine-tune29 Convert15 Evaluate13 Scan13 Apps58

Runs with

Ranked by fit to this model (safetensors), then by GitHub stars.

vLLM exo Text Generation WebUI

SGLang MLC LLM KTransformers LMCache Xinference LMDeploy mistral.rs Mooncake FlashInfer

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AIBrix fastllm ExLlamaV3

Transformers LocalAI tinygrad gpu-unlock Triton Inference Server BentoML CTranslate2 ExLlamaV2 LitServe

Convert with

mergekit TensorRT Model Optimizer

LLM Compressor Neural Compressor AutoRound AQLM GPTQModel ONNX Core ML Tools ExecuTorch

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Evaluate with

Opik DeepEval Ragas lm-evaluation-harness OpenCompass SWE-bench

simple-evals TruLens HELM

LightEval

Evaluate Weave

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Autoevals

Scan with

promptfoo garak Guardrails NeMo Guardrails Giskard DeepTeam AI Fairness 360 Fairlearn Detoxify MCP Scanner AgentDojo ModelScan

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picklescan

Overview Model card Files Use it License Provenance Model 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

Badge	Host	Last check	Result
From source	huggingface.co	2026-11-15 04:28 UTC	passed

Model card

From the publisher at commit da57fc5. Shown as plain text with links; images open at the publisher.

exp-uns-tezos-40x_glm_4_7_traces_jupiter#

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-tezos-40x_glm_4.7_traces_jupiter/snapshots/f8298de8c6c58ab7239a9bae3cc91cae9525ba79_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

File	Size	sha256
.gitattributes	1.57 KB	34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md	1.58 KB	48a71f201910205a24b8896bfe12ae18ff6266f550a3192cb2245a68447262ff
added_tokens.json	707 B	c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json	545 B	f874d0311f49aae1ee3bcd91495e4b9785c8e29b690204fc3ed820fef7fb4171
chat_template.jinja	4.17 KB	a55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
config.json	1.54 KB	ed36641e183b3d95dcefad8906aa22d183c445e4b582c8a0ca7d71a713c85f2d
generation_config.json	188 B	3b101cd89b140b757d0bca469e75570e75789a2423ada90a33ec17707dfacf08
merges.txt	1.67 MB	8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model-00001-of-00004.safetensors	4.90 GB	1ba5fc61e94895583d8a8806fd484e51d48957e29eda84e61b4808f6169bf90f
model-00002-of-00004.safetensors	4.92 GB	3e569d6a598d1518ade73a140df8564c478b777e40373b7152cdfa808333ffa8
model-00003-of-00004.safetensors	4.98 GB	4215cd162fd74050a7347b99c68d08b428d3406b8753db34044d489d35db827b
model-00004-of-00004.safetensors	1.58 GB	4ac8012e38cb5d6adef10a6805180d0fb8f0032727c81d8f8ba2fe114dd0b26a
model.safetensors.index.json	32.9 KB	9befa4b90440360a9eea244d7c3ab235d0df1e536929078af008d1895522ec7e
run_summary.json	704 B	9af89774574481c6f324fb5e5d5a1246210da5a1cc0a6934d0c94aefc13a66c3
special_tokens_map.json	613 B	76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json	11.4 MB	aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
tokenizer_config.json	5.43 KB	776e3ac0537ac47639ddbfd840314938cfb7188be09f7436ed6704efb338ac77
train_results.json	545 B	f874d0311f49aae1ee3bcd91495e4b9785c8e29b690204fc3ed820fef7fb4171
trainer_log.jsonl	153 KB	052c6e2634a03b19629c465995a93659bb8175e30c34f6949471302620da71a3
trainer_state.json	246 KB	1fd15ad71afc415c2e80597108cad984b9570d65c69227c27a53be0e79de68ed
training_args.bin	8.66 KB	d40eb7e1ede1cde64f3e021ca5067768153c65b9c01fd4f31bebdb18152563b5
training_loss.png	45.5 KB	32e4e0985e936e1964d1bc4cc7daff13818dc8b63ec2ff6797e8e537090de0ec
vocab.json	2.78 MB	ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910

VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.

Upstream commit	Date	Contents
da57fc5260 pinned now	2026-11-15 04:28 UTC	23 files · 16.4 GB

Use it

$ fw get laion/exp-uns-tezos-40x_glm_4_7_traces_jupiter
# manifest sha256 b1dc73478a9c… · 16.4 GB · 23 files
$ fw verify ./exp-uns-tezos-40x_glm_4_7_traces_jupiter laion/exp-uns-tezos-40x_glm_4_7_traces_jupiter

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-tezos-40x_glm_4_7_traces_jupiter.json --dir ./exp-uns-tezos-40x_glm_4_7_traces_jupiter
$ python3 fw.py verify ./exp-uns-tezos-40x_glm_4_7_traces_jupiter ./laion__exp-uns-tezos-40x_glm_4_7_traces_jupiter.json

hfThe Hugging Face CLI with one setting. Same repo id.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download laion/exp-uns-tezos-40x_glm_4_7_traces_jupiter --revision da57fc52604e2ac57505f745876d8d0150918611 --local-dir ./exp-uns-tezos-40x_glm_4_7_traces_jupiter

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-tezos-40x_glm_4_7_traces_jupiter", revision="da57fc52604e2ac57505f745876d8d0150918611")
model = AutoModelForCausalLM.from_pretrained("laion/exp-uns-tezos-40x_glm_4_7_traces_jupiter", revision="da57fc52604e2ac57505f745876d8d0150918611", device_map="auto")

vLLMServe an OpenAI-compatible API.

$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve laion/exp-uns-tezos-40x_glm_4_7_traces_jupiter --revision da57fc52604e2ac57505f745876d8d0150918611

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: 48a71f201910205a24b8896bfe12ae18ff6266f550a3192cb2245a68447262ff
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-tezos-40x_glm_4_7_traces_jupiterDate: 2026-11-15Commit: da57fc5Signed: 2DC28CC7B26A283B ✓

Upstream: laion/exp-uns-tezos-40x_glm_4_7_traces_jupiter
Pinned commit: da57fc52604e2ac57505f745876d8d0150918611
Manifest: exp-uns-tezos-40x_glm_4_7_traces_jupiter.json · .minisig
Manifest sha256: b1dc73478a9ca81051ed2a35f437b496cd0b74d7a5373afd36c44d2908dbb4d6
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 04:28 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/laion/exp-uns-tezos-40x_glm_4_7_traces_jupiter.json
$ curl -O https://freeweights.allternit.com/manifests/laion/exp-uns-tezos-40x_glm_4_7_traces_jupiter.json.minisig
$ minisign -Vm exp-uns-tezos-40x_glm_4_7_traces_jupiter.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-tezos-40x_glm_4_7_traces_jupiter

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-tezos-40x_glm_4_7_traces_jupiter.json. Provenance. Takedown history: none.

Source

huggingface.co/laion/exp-uns-tezos-40x_glm_4_7_traces_jupiter

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exp-uns-tezos-40x_glm_4_7_traces_jupiter

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Works with

Overview

Model card

exp-uns-tezos-40x_glm_4_7_traces_jupiter#

Model description#

Intended uses & limitations#

Training and evaluation data#

Training procedure#

Training hyperparameters#

Training results#

Framework versions#

Files

Use it

License

Provenance

How to verify

Model tree

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