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alt.freeweights.glm / glm46-swesmith-maxeps-131k-lc
From: laion <huggingface.co/laion>Newsgroups: alt.freeweights.glmSubject:

glm46-swesmith-maxeps-131k-lc

Date: 2026-11-15Commit: 158f124Signed: 2DC28CC7B26A283B ✓

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

0M params16.4GBglm46-swesmith-maxeps-131k-lcsafetensorspermissive
FactsParams0MSize16.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get laion/glm46-swesmith-maxeps-131k-lc
# manifest sha256 9823a14c28a6… · 16.4 GB · 23 files
$ fw verify ./glm46-swesmith-maxeps-131k-lc laion/glm46-swesmith-maxeps-131k-lc
From sourceHosted (signed)laion/glm46-swesmith-maxeps-131k-lcLast check: 2026-11-15 04:29 UTC
Run at homeGet help

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 158f124. Shown as plain text with links; images open at the publisher.

glm46-swesmith-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--penfever--glm46-swesmith-maxeps-131k/snapshots/4d4c2d4a9d21f73870ed31c7bc6028035b3b6ca7_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
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md1.51 KB3bcc7085d2a1dd2cb54c5869be9101fe266d633c5f872bd500bcc80a7b48335b
added_tokens.json707 Bc0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json497 B038b87cfeed02f729f2a7266a19e5d542963fd87f74dbab104708758967cad72
chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
config.json1.63 KB1bb5712dca9b9b4932f9fca68fcfc53a080eb483e467e3508c4dfc4884071e08
generation_config.json188 B3b101cd89b140b757d0bca469e75570e75789a2423ada90a33ec17707dfacf08
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model-00001-of-00004.safetensors4.90 GB5ce48663fde9b4d32828107c1ea4772cab41065a3de6c3c7b49c4d6468339fea
model-00002-of-00004.safetensors4.92 GB54dee0d1af3926a37d183c3c251364aa7349f2cddd2304f051fda43d7dd3818a
model-00003-of-00004.safetensors4.98 GB5c8ce9fb6e2eff02aca18ae7188910ed96fd97dd3105a6b2d6b0fccc99075914
model-00004-of-00004.safetensors1.58 GB55ef73873c36de8c241a2b175a2f6c8fb13b7e484e1e2368b6a9426ed539c970
model.safetensors.index.json32.9 KB9befa4b90440360a9eea244d7c3ab235d0df1e536929078af008d1895522ec7e
run_summary.json684 B0d88758767beb2f2a2d0cb00024f935331fabe9893e7e86d493da0b117aa86cb
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json11.4 MBaeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
tokenizer_config.json5.43 KBcd5c1909da4950a610a9e3a6cb6763cff0381d91c6f0838855db8d5ae83d6c9f
train_results.json497 B038b87cfeed02f729f2a7266a19e5d542963fd87f74dbab104708758967cad72
trainer_log.jsonl538 KB77c83cce35812bead8680776756198378b463bfe171e9bf7b70e2684f26a6633
trainer_state.json652 KBcdabe7472d9d9131bb25b9e2b22a15ab1af9e85f4a5b44b17062e69ea93bb081
training_args.bin8.72 KBa8685b47adae4d36b2df88886c838e9e704e229009591a081151debdc512cf52
training_loss.png42.4 KB105c9466e2ca3cd38d21f9cd628f535ade3494d1bb4ebe263219784e757b7d23
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
158f124ffb pinned now2026-11-15 04:29 UTC23 files · 16.4 GB

Use it

$ fw get laion/glm46-swesmith-maxeps-131k-lc
# manifest sha256 9823a14c28a6… · 16.4 GB · 23 files
$ fw verify ./glm46-swesmith-maxeps-131k-lc laion/glm46-swesmith-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-swesmith-maxeps-131k-lc.json --dir ./glm46-swesmith-maxeps-131k-lc $ python3 fw.py verify ./glm46-swesmith-maxeps-131k-lc ./laion__glm46-swesmith-maxeps-131k-lc.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download laion/glm46-swesmith-maxeps-131k-lc --revision 158f124ffbc93922c9bb568bdc169be12753c205 --local-dir ./glm46-swesmith-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-swesmith-maxeps-131k-lc", revision="158f124ffbc93922c9bb568bdc169be12753c205") model = AutoModelForCausalLM.from_pretrained("laion/glm46-swesmith-maxeps-131k-lc", revision="158f124ffbc93922c9bb568bdc169be12753c205", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve laion/glm46-swesmith-maxeps-131k-lc --revision 158f124ffbc93922c9bb568bdc169be12753c205
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
3bcc7085d2a1dd2cb54c5869be9101fe266d633c5f872bd500bcc80a7b48335b
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-swesmith-maxeps-131k-lcDate: 2026-11-15Commit: 158f124Signed: 2DC28CC7B26A283B ✓
Upstream
laion/glm46-swesmith-maxeps-131k-lc
Pinned commit
158f124ffbc93922c9bb568bdc169be12753c205
Manifest
glm46-swesmith-maxeps-131k-lc.json · .minisig
Manifest sha256
9823a14c28a66d91c267da50621d5fc946433414295180d1cb1fd76854a8215e
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/glm46-swesmith-maxeps-131k-lc.json $ curl -O https://freeweights.allternit.com/manifests/laion/glm46-swesmith-maxeps-131k-lc.json.minisig $ minisign -Vm glm46-swesmith-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-swesmith-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-swesmith-maxeps-131k-lc.json. Provenance. Takedown history: none.
Source
huggingface.co/laion/glm46-swesmith-maxeps-131k-lc

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