alt.freeweights.glm / exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned

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

exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned

Date: 2026-11-15Commit: 0136557Signed: 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-128unique_glm_4_7_traces_jupiter_cleanedsafetensorspermissive

FactsParams0MSize16.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive

$ fw get laion/exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned
# manifest sha256 81854b1eea00… · 16.4 GB · 23 files
$ fw verify ./exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned laion/exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned

From sourceHosted (signed)laion/exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleanedLast check: 2026-11-15 04:22 UTC

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Fine-tune of Qwen3-8B.

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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

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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

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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 04:22 UTC	passed

Model card

From the publisher at commit 0136557. Shown as plain text with links; images open at the publisher.

exp-uns-tezos-128unique_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-tezos-128unique_glm_4.7_traces_jupiter_cleaned/snapshots/15d9bb777f344d6d68d8ac555191c073b7c900e7_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	1.62 KB	6f7ea176c3fbe00501e2f6f056a2f8f74b31de4e278a614f4fd9878602726b4a
added_tokens.json	707 B	c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json	541 B	1a52f26bb03e803ae53a476ee159a369add468363a23ce41b5263f7f83504af6
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	d2189de3dc0e3401538618666f792a8b89302ff4781f1fe4f2f97b7e3d79d8fb
model-00002-of-00004.safetensors	4.92 GB	524f1a8409e5621cc48a9bc5d65ebecf6c0ab676dcbe0c6030b36e91f301a11c
model-00003-of-00004.safetensors	4.98 GB	699aad40f3386f2ecf8381c7df193a3a7e8c386bff6754e9f762b8992e45781b
model-00004-of-00004.safetensors	1.58 GB	88a1f62dcb65433ebbab370111806b13d5167bfa79976dc2e8bb96ab9248a5e1
model.safetensors.index.json	32.9 KB	9befa4b90440360a9eea244d7c3ab235d0df1e536929078af008d1895522ec7e
run_summary.json	746 B	383fdf5a7a02c9c1e9de18abceb10d1f93a6aaa619916efbefdad51f9f032416
special_tokens_map.json	613 B	76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json	11.4 MB	aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
tokenizer_config.json	5.43 KB	776e3ac0537ac47639ddbfd840314938cfb7188be09f7436ed6704efb338ac77
train_results.json	541 B	1a52f26bb03e803ae53a476ee159a369add468363a23ce41b5263f7f83504af6
trainer_log.jsonl	173 KB	a30f13d2468627a6e4927343ed448aff051149e68c7400c400491fc609cc2bac
trainer_state.json	277 KB	397b17e45ced6db89dd27088a44e54f1478cad1f8a80e77939590e881c38b4fb
training_args.bin	8.72 KB	133bb34a641332c2bb00a00e50c672c15988e508acb99a3062d19582801f1f31
training_loss.png	43.8 KB	5d32724a9acae81d8d30e4220413f640f83be59323771dc725c352962f17585b
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
013655734d pinned now	2026-11-15 04:22 UTC	23 files · 16.4 GB

Use it

$ fw get laion/exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned
# manifest sha256 81854b1eea00… · 16.4 GB · 23 files
$ fw verify ./exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned laion/exp-uns-tezos-128unique_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-tezos-128unique_glm_4_7_traces_jupiter_cleaned.json --dir ./exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned
$ python3 fw.py verify ./exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned ./laion__exp-uns-tezos-128unique_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-tezos-128unique_glm_4_7_traces_jupiter_cleaned --revision 013655734d580ee86ce88a2cad45fa140a188ce9 --local-dir ./exp-uns-tezos-128unique_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-tezos-128unique_glm_4_7_traces_jupiter_cleaned", revision="013655734d580ee86ce88a2cad45fa140a188ce9")
model = AutoModelForCausalLM.from_pretrained("laion/exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned", revision="013655734d580ee86ce88a2cad45fa140a188ce9", device_map="auto")

vLLMServe an OpenAI-compatible API.

$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve laion/exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned --revision 013655734d580ee86ce88a2cad45fa140a188ce9

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: 6f7ea176c3fbe00501e2f6f056a2f8f74b31de4e278a614f4fd9878602726b4a
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-128unique_glm_4_7_traces_jupiter_cleanedDate: 2026-11-15Commit: 0136557Signed: 2DC28CC7B26A283B ✓

Upstream: laion/exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned
Pinned commit: 013655734d580ee86ce88a2cad45fa140a188ce9
Manifest: exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned.json · .minisig
Manifest sha256: 81854b1eea00c6fced1499a42bae88cb422aae0bdc979159918b9ccb4e1ab8d4
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 04:22 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/laion/exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned.json
$ curl -O https://freeweights.allternit.com/manifests/laion/exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned.json.minisig
$ minisign -Vm exp-uns-tezos-128unique_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-tezos-128unique_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-tezos-128unique_glm_4_7_traces_jupiter_cleaned.json. Provenance. Takedown history: none.

Source

huggingface.co/laion/exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned

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exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned

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Evaluate with

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Works with

Overview

Model card

exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned#

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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