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alt.freeweights.glm / exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash
From: laion <huggingface.co/laion>Newsgroups: alt.freeweights.glmSubject:

exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash

Date: 2026-11-15Commit: 8814561Signed: 2DC28CC7B26A283B ✓

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

0M params16.4GBexp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetashsafetensorspermissive
FactsParams0MSize16.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash
# manifest sha256 04b23f0854f9… · 16.4 GB · 23 files
$ fw verify ./exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash
From sourceHosted (signed)laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetashLast check: 2026-11-15 04:29 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.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel 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
BadgeHostLast checkResult
From sourcehuggingface.co2026-11-15 04:29 UTCpassed

Model card

From the publisher at commit 8814561. Shown as plain text with links; images open at the publisher.

exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash#

This model is a fine-tuned version of Qwen/Qwen3-8B on the DCAgent/exp-syh-r2egym-swesmith-mixed_glm_4.7_traces_locetash 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
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md1.48 KB5d82e0c538b90674c37d87396c08bf104dcc26e7ff444b7868f764d7ca43e39c
added_tokens.json707 Bc0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json546 B7f4f657678a42616dac7c03076fafebb285a3ae4be0952ca112b21b15dac667b
chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
config.json1.54 KBed36641e183b3d95dcefad8906aa22d183c445e4b582c8a0ca7d71a713c85f2d
generation_config.json188 B3b101cd89b140b757d0bca469e75570e75789a2423ada90a33ec17707dfacf08
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model-00001-of-00004.safetensors4.90 GB56b968af3f46dd3bd810f99c8622b7798af9e4023871a5f5c8a1daa73df60741
model-00002-of-00004.safetensors4.92 GB6fdd4b7c984527e74f49a4e954f949778fc07dc98f01d7830917f7685418e98f
model-00003-of-00004.safetensors4.98 GB5d143001b436f22054cdee1cc7ff9e69b048371d9cff666f457291f2817cfb76
model-00004-of-00004.safetensors1.58 GB6dca58ea4aa4b4899873fcde780a476f983877184608f9a65bbfe89e83f06688
model.safetensors.index.json32.9 KB9befa4b90440360a9eea244d7c3ab235d0df1e536929078af008d1895522ec7e
run_summary.json616 B4f5fe1dc11ae448621028d0dc7670c323617e3c6615a97021f2fc604db18534a
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json11.4 MBaeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
tokenizer_config.json5.43 KB776e3ac0537ac47639ddbfd840314938cfb7188be09f7436ed6704efb338ac77
train_results.json546 B7f4f657678a42616dac7c03076fafebb285a3ae4be0952ca112b21b15dac667b
trainer_log.jsonl156 KB63ace75d62409818c4ff59db83a727df4da412d8e3c900409b95d2b77031b1bb
trainer_state.json250 KB3e0a9acb96e2d0357aa8139d8d5153304ce7ac5508e096016feef7bcfeb5ad17
training_args.bin8.79 KBaa1f826eb8c731682f0b56b438829ee8255d71a3152d373f2254f2b1d7bee1b3
training_loss.png44.0 KBf3b09d8b442b479ae3708985bc148985298f7bf3ced5220eb6509d289833e9c8
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
881456121d pinned now2026-11-15 04:29 UTC23 files · 16.4 GB

Use it

$ fw get laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash
# manifest sha256 04b23f0854f9… · 16.4 GB · 23 files
$ fw verify ./exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash.json --dir ./exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash $ python3 fw.py verify ./exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash ./laion__exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash --revision 881456121ddbda4edf9bc848fe17798fa33edd89 --local-dir ./exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash
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-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash", revision="881456121ddbda4edf9bc848fe17798fa33edd89") model = AutoModelForCausalLM.from_pretrained("laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash", revision="881456121ddbda4edf9bc848fe17798fa33edd89", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash --revision 881456121ddbda4edf9bc848fe17798fa33edd89
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
5d82e0c538b90674c37d87396c08bf104dcc26e7ff444b7868f764d7ca43e39c
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-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetashDate: 2026-11-15Commit: 8814561Signed: 2DC28CC7B26A283B ✓
Upstream
laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash
Pinned commit
881456121ddbda4edf9bc848fe17798fa33edd89
Manifest
exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash.json · .minisig
Manifest sha256
04b23f0854f9676eaafb0e244d25e0416586db5635ea8e00384e91be926cba90
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:29 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash.json $ curl -O https://freeweights.allternit.com/manifests/laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash.json.minisig $ minisign -Vm exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash.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-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash.json. Provenance. Takedown history: none.
Source
huggingface.co/laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_locetash

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