alt.freeweights.glm / exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned

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

exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned

Date: 2026-11-15Commit: d4c641aSigned: 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-10x_glm_4_7_traces_jupiter_cleanedsafetensorspermissive

FactsParams0MSize16.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive

$ fw get laion/exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned
# manifest sha256 883a928b63bf… · 16.4 GB · 23 files
$ fw verify ./exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned laion/exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned

From sourceHosted (signed)laion/exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleanedLast check: 2026-11-15 04:26 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 04:26 UTC	passed

Model card

From the publisher at commit d4c641a. Shown as plain text with links; images open at the publisher.

exp-uns-tezos-10x_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-10x_glm_4.7_traces_jupiter_cleaned/snapshots/2864d3bb974be2af999add0fb2c482c3605afc27_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	1.60 KB	3593d4bf35de7edb35dacbf9dd7241459826fc59fca8205eca41b2500a6f44f6
added_tokens.json	707 B	c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json	545 B	fc9d0e887b7c56f997f87b24acf26da0c2930c192eb9cd45bb2d927b7240e15f
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	2ff7469e72be91085308c6847852d22000eb13a92711d3871d0779fcdfd3f334
model-00002-of-00004.safetensors	4.92 GB	aa44bc2f08e92f0cc70f6f09e24b88ccb69821932e20bfd42095224d5ecbafe2
model-00003-of-00004.safetensors	4.98 GB	18f7a0ca2a7664c721903cbd1942daf449bf975753465c19342c14912c0f8d86
model-00004-of-00004.safetensors	1.58 GB	b5db9ce35b614614c3de749ed8e97fed2a0100bc7ef85330f248577ceb94c7d0
model.safetensors.index.json	32.9 KB	9befa4b90440360a9eea244d7c3ab235d0df1e536929078af008d1895522ec7e
run_summary.json	728 B	c2d1c2ab07fdab54b954fcb98ab29705919e3012725b652a65027a463a0a8313
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	fc9d0e887b7c56f997f87b24acf26da0c2930c192eb9cd45bb2d927b7240e15f
trainer_log.jsonl	175 KB	97c0a52ac30346ac7a2a00fbe29bf4305ca8b371d6bf0ee54f5e1db492494582
trainer_state.json	281 KB	a3927fe557e959659813eaf27c08a3d1eb144086d55b2dd97ee35119f125b18e
training_args.bin	8.66 KB	d4347c85a7e7d17e728143ccda2f8f0a4cd8fc84a2c6edb28dd68d8042b89314
training_loss.png	43.9 KB	603348dd320cfd2a5d8abd5210100cb04367cb430286b9e4857f4ab1d9e7b6f1
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
d4c641a5d6 pinned now	2026-11-15 04:26 UTC	23 files · 16.4 GB

Use it

$ fw get laion/exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned
# manifest sha256 883a928b63bf… · 16.4 GB · 23 files
$ fw verify ./exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned laion/exp-uns-tezos-10x_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-10x_glm_4_7_traces_jupiter_cleaned.json --dir ./exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned
$ python3 fw.py verify ./exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned ./laion__exp-uns-tezos-10x_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-10x_glm_4_7_traces_jupiter_cleaned --revision d4c641a5d661f54817c38f436780c6b706c41871 --local-dir ./exp-uns-tezos-10x_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-10x_glm_4_7_traces_jupiter_cleaned", revision="d4c641a5d661f54817c38f436780c6b706c41871")
model = AutoModelForCausalLM.from_pretrained("laion/exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned", revision="d4c641a5d661f54817c38f436780c6b706c41871", device_map="auto")

vLLMServe an OpenAI-compatible API.

$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve laion/exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned --revision d4c641a5d661f54817c38f436780c6b706c41871

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: 3593d4bf35de7edb35dacbf9dd7241459826fc59fca8205eca41b2500a6f44f6
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-10x_glm_4_7_traces_jupiter_cleanedDate: 2026-11-15Commit: d4c641aSigned: 2DC28CC7B26A283B ✓

Upstream: laion/exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned
Pinned commit: d4c641a5d661f54817c38f436780c6b706c41871
Manifest: exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned.json · .minisig
Manifest sha256: 883a928b63bff87c937cf909744621265a60f77bb454e8fe0451415530224045
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 04:26 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/laion/exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned.json
$ curl -O https://freeweights.allternit.com/manifests/laion/exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned.json.minisig
$ minisign -Vm exp-uns-tezos-10x_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-10x_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-10x_glm_4_7_traces_jupiter_cleaned.json. Provenance. Takedown history: none.

Source

huggingface.co/laion/exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned

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exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned

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Convert with

Evaluate with

Scan with

Works with

Overview

Model card

exp-uns-tezos-10x_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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