alt.freeweights.glm / GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k

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

GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k

Date: 2026-11-15Commit: 2cb8f5dSigned: 2DC28CC7B26A283B ✓

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

0M params16.4GBGLM-4_7-stackexchange-tezos-sandboxes-maxeps-131ksafetensorspermissive

FactsParams0MSize16.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive

$ fw get laion/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k
# manifest sha256 60d5b2f2104c… · 16.4 GB · 23 files
$ fw verify ./GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k laion/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k

From sourceHosted (signed)laion/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131kLast check: 2026-11-15 04:24 UTC

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Get help: custom fine-tune or private deploy. We review your setup before we quote.

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

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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 04:24 UTC	passed

Model card

From the publisher at commit 2cb8f5d. Shown as plain text with links; images open at the publisher.

GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k#

This model is a fine-tuned version of Qwen/Qwen3-8B on the DCAgent2/GLM-4.7-stackexchange-tezos-sandboxes-maxeps-131k 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	1.47 KB	41441adedc8b2f343f393629ee9c2d26afba94c5a3dd27573a1972a5f59c0245
added_tokens.json	707 B	c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json	541 B	e81d2c531c8a14d88593e5d0a6ea18b693d159c9996079877bf838c05710ca93
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	af9bd12be75d6e2cb9ebbbf8f026baaa9634d0fe3bc138722f631ec2cfd40d95
model-00002-of-00004.safetensors	4.92 GB	efe852089d88e6ceb114c2e040bc93256e5728f4b026de468551a5a665cc3f0c
model-00003-of-00004.safetensors	4.98 GB	d1d8c9a6882ababe15b88e25860af6e37c61384f480ca749424c89c141cbd61c
model-00004-of-00004.safetensors	1.58 GB	3e0d6b72daa6832a63fd3d3c8bc84848bb5ada5296102a2d6a28c91c8a74a79d
model.safetensors.index.json	32.9 KB	9befa4b90440360a9eea244d7c3ab235d0df1e536929078af008d1895522ec7e
run_summary.json	540 B	e026e60e867c8266faec0c6d60c75c053caf2c589dd165a6b12406f257623213
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	e81d2c531c8a14d88593e5d0a6ea18b693d159c9996079877bf838c05710ca93
trainer_log.jsonl	171 KB	ae2e6e274a92a5e584429b802b197020e732fbc18a644d76b41d05ca4998bf52
trainer_state.json	274 KB	0d1807e2da3b0eab8bf20bb9edee17f2a955679b19745aa4ef69ea62165541bf
training_args.bin	8.66 KB	98ef1b949b69cdda559c2da755f2daef5fb3fef5e148e4e83dc2772edf213cdd
training_loss.png	45.3 KB	01dcce0f5ada344ad8a8d325483f1eb5e5e3daecff9b6270f0d6c9b0ee998a2f
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
2cb8f5d2bf pinned now	2026-11-15 04:24 UTC	23 files · 16.4 GB

Use it

$ fw get laion/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k
# manifest sha256 60d5b2f2104c… · 16.4 GB · 23 files
$ fw verify ./GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k laion/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k

fw.pyChecks the signature and every sha256, tries each source in order, resumes.

$ python3 fw.py get https://freeweights.allternit.com/manifests/laion/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k.json --dir ./GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k
$ python3 fw.py verify ./GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k ./laion__GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k.json

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

$ HF_ENDPOINT=https://freeweights.allternit.com hf download laion/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k --revision 2cb8f5d2bfc13006d49605f428b2e26f745d4e13 --local-dir ./GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k

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/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k", revision="2cb8f5d2bfc13006d49605f428b2e26f745d4e13")
model = AutoModelForCausalLM.from_pretrained("laion/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k", revision="2cb8f5d2bfc13006d49605f428b2e26f745d4e13", device_map="auto")

vLLMServe an OpenAI-compatible API.

$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve laion/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k --revision 2cb8f5d2bfc13006d49605f428b2e26f745d4e13

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: 41441adedc8b2f343f393629ee9c2d26afba94c5a3dd27573a1972a5f59c0245
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: GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131kDate: 2026-11-15Commit: 2cb8f5dSigned: 2DC28CC7B26A283B ✓

Upstream: laion/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k
Pinned commit: 2cb8f5d2bfc13006d49605f428b2e26f745d4e13
Manifest: GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k.json · .minisig
Manifest sha256: 60d5b2f2104c4450e9690d959d2c2bdf3a549a316365d65ce28636d47f356400
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 04:24 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/laion/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k.json
$ curl -O https://freeweights.allternit.com/manifests/laion/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k.json.minisig
$ minisign -Vm GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k.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/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k

Open in Freeweights Studio

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

Signed manifest

minisign, key 2DC28CC7B26A283B. GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k.json. Provenance. Takedown history: none.

Source

huggingface.co/laion/GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k

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GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k

Works with

Runs with

Fine-tune with

Convert with

Evaluate with

Scan with

Works with

Overview

Model card

GLM-4_7-stackexchange-tezos-sandboxes-maxeps-131k#

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

Related models