alt.freeweights.glm / glm46-swegym-tasks-maxeps-131k-lc

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

glm46-swegym-tasks-maxeps-131k-lc

Date: 2026-11-15Commit: 0641e7fSigned: 2DC28CC7B26A283B ✓

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

0M params16.4GBglm46-swegym-tasks-maxeps-131k-lcsafetensorspermissive

FactsParams0MSize16.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive

$ fw get laion/glm46-swegym-tasks-maxeps-131k-lc
# manifest sha256 975940e6c798… · 16.4 GB · 23 files
$ fw verify ./glm46-swegym-tasks-maxeps-131k-lc laion/glm46-swegym-tasks-maxeps-131k-lc

From sourceHosted (signed)laion/glm46-swegym-tasks-maxeps-131k-lcLast check: 2026-11-15 04:30 UTC

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Fine-tune of Qwen3-8B.

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Run24 Fine-tune29 Convert15 Evaluate13 Scan13 Apps58

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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

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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

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Sources

Badge	Host	Last check	Result
From source	huggingface.co	2026-11-15 04:30 UTC	passed

Model card

From the publisher at commit 0641e7f. Shown as plain text with links; images open at the publisher.

glm46-swegym-tasks-maxeps-131k-lc#

This model is a fine-tuned version of Qwen/Qwen3-8B on the /data/cat/ws/befe330h-befe330h-otagent/huggingface/hub/datasets--DCAgent2--glm46-swegym-tasks-maxeps-131k/snapshots/bc7a253d567261d84db295a138b8af86eac6ae4c_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: 16
total_train_batch_size: 16
total_eval_batch_size: 128
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	1.52 KB	dcaf0ff246748e1127a5a540110b1dc4ca3bc6f01ff97f44e8fd55e882063d81
added_tokens.json	707 B	c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json	495 B	ae1752e1f5e1add50d2e3860d32097928f5b1ca075525ab8c85933681681b43e
chat_template.jinja	4.17 KB	a55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
config.json	1.63 KB	1bb5712dca9b9b4932f9fca68fcfc53a080eb483e467e3508c4dfc4884071e08
generation_config.json	188 B	3b101cd89b140b757d0bca469e75570e75789a2423ada90a33ec17707dfacf08
merges.txt	1.67 MB	8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model-00001-of-00004.safetensors	4.90 GB	51304e855d7ef8dec5aef4fe8f9349748803f91912228bde0dfd9a0fd326cc8a
model-00002-of-00004.safetensors	4.92 GB	41cd9132956c2f7eb9684f4d6bea052590f7b890e724b920031abd69ff68878b
model-00003-of-00004.safetensors	4.98 GB	f06c0e27590c325def9305f07b8a341786abb69db4b600795e89219761848d21
model-00004-of-00004.safetensors	1.58 GB	768e79b8e380402c5dbcc6a9000b396b66a2adbd0c58f711abe6f212b3fd0a23
model.safetensors.index.json	32.9 KB	9befa4b90440360a9eea244d7c3ab235d0df1e536929078af008d1895522ec7e
run_summary.json	696 B	f2c0f4000b7d1eee99ba54c688ca5dac619b67457dce2afdc5e51e9b5d86b911
special_tokens_map.json	613 B	76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json	11.4 MB	aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
tokenizer_config.json	5.43 KB	cd5c1909da4950a610a9e3a6cb6763cff0381d91c6f0838855db8d5ae83d6c9f
train_results.json	495 B	ae1752e1f5e1add50d2e3860d32097928f5b1ca075525ab8c85933681681b43e
trainer_log.jsonl	167 KB	cb0b6e6420f792a7c929f1d476b5ba351aac3fbcb804f460c36d5e9f99642f33
trainer_state.json	210 KB	15b4dc8da4662190ac02f120d592f656241e4e54a6ad8cac613f2213152cc665
training_args.bin	8.72 KB	1e9bb9eb29593f2187f33ab178128b23e507b6eb2ef5ed3e9a9e14781b2390da
training_loss.png	43.8 KB	587ffc06b4de5532b29f81c60c3c3fa34fe97b0ffe92d4dc223e68adac8f34b0
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
0641e7f297 pinned now	2026-11-15 04:30 UTC	23 files · 16.4 GB

Use it

$ fw get laion/glm46-swegym-tasks-maxeps-131k-lc
# manifest sha256 975940e6c798… · 16.4 GB · 23 files
$ fw verify ./glm46-swegym-tasks-maxeps-131k-lc laion/glm46-swegym-tasks-maxeps-131k-lc

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

$ python3 fw.py get https://freeweights.allternit.com/manifests/laion/glm46-swegym-tasks-maxeps-131k-lc.json --dir ./glm46-swegym-tasks-maxeps-131k-lc
$ python3 fw.py verify ./glm46-swegym-tasks-maxeps-131k-lc ./laion__glm46-swegym-tasks-maxeps-131k-lc.json

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

$ HF_ENDPOINT=https://freeweights.allternit.com hf download laion/glm46-swegym-tasks-maxeps-131k-lc --revision 0641e7f2970bd26d849615dbebea578077f943b1 --local-dir ./glm46-swegym-tasks-maxeps-131k-lc

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/glm46-swegym-tasks-maxeps-131k-lc", revision="0641e7f2970bd26d849615dbebea578077f943b1")
model = AutoModelForCausalLM.from_pretrained("laion/glm46-swegym-tasks-maxeps-131k-lc", revision="0641e7f2970bd26d849615dbebea578077f943b1", device_map="auto")

vLLMServe an OpenAI-compatible API.

$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve laion/glm46-swegym-tasks-maxeps-131k-lc --revision 0641e7f2970bd26d849615dbebea578077f943b1

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: dcaf0ff246748e1127a5a540110b1dc4ca3bc6f01ff97f44e8fd55e882063d81
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: glm46-swegym-tasks-maxeps-131k-lcDate: 2026-11-15Commit: 0641e7fSigned: 2DC28CC7B26A283B ✓

Upstream: laion/glm46-swegym-tasks-maxeps-131k-lc
Pinned commit: 0641e7f2970bd26d849615dbebea578077f943b1
Manifest: glm46-swegym-tasks-maxeps-131k-lc.json · .minisig
Manifest sha256: 975940e6c798e1180404b4a0b440160b0fa921bb30779020ae2db53f751b3c1c
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/glm46-swegym-tasks-maxeps-131k-lc.json
$ curl -O https://freeweights.allternit.com/manifests/laion/glm46-swegym-tasks-maxeps-131k-lc.json.minisig
$ minisign -Vm glm46-swegym-tasks-maxeps-131k-lc.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/glm46-swegym-tasks-maxeps-131k-lc

Open in Freeweights Studio

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

Signed manifest

minisign, key 2DC28CC7B26A283B. glm46-swegym-tasks-maxeps-131k-lc.json. Provenance. Takedown history: none.

Source

huggingface.co/laion/glm46-swegym-tasks-maxeps-131k-lc

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glm46-swegym-tasks-maxeps-131k-lc

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Works with

Overview

Model card

glm46-swegym-tasks-maxeps-131k-lc#

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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