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alt.freeweights.qwen / Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps
From: laion <huggingface.co/laion>Newsgroups: alt.freeweights.qwenSubject:

Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps

Date: 2026-11-15Commit: 51f9e75Signed: 2DC28CC7B26A283B ✓

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

0M params16.4GBQwen3-8B_exp_tas_tmux_large_traces_save-strategy_stepssafetensorspermissive
FactsParams0MSize16.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get laion/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps
# manifest sha256 4da705fc55f7… · 16.4 GB · 23 files
$ fw verify ./Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps laion/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps
From sourceHosted (signed)laion/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_stepsLast check: 2026-11-15 04:27 UTC
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Fine-tune of Qwen3-8B.

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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.qwen
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 04:27 UTCpassed

Model card

From the publisher at commit 51f9e75. Shown as plain text with links; images open at the publisher.

Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps#

This model is a fine-tuned version of Qwen/Qwen3-8B on the DCAgent/exp_tas_tmux_large_traces 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: 0.0001
  • train_batch_size: 1
  • eval_batch_size: 8
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 32
  • total_train_batch_size: 32
  • total_eval_batch_size: 256
  • optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.87,0.99) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.005
  • num_epochs: 8.0
Training results#
Framework versions#
  • Transformers 4.55.0
  • Pytorch 2.7.1+cu128
  • Datasets 3.6.0
  • Tokenizers 0.21.1

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.md1.43 KB8eae13e2e8836ff8cd8ea184c15cb02ece4b3e18b3af651e1757ddd1fe53b5d2
added_tokens.json707 Bc0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json547 Be639710ffdb732d7b0e98ded032853ea63f9293a3ac493c6f67ec8299d522986
chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
config.json1.54 KB56336d51ee7eb9d43a60e2f98f24861ada4c23651ade6f57e1b17a32a4b27ea0
generation_config.json214 B822104c6c325c580624bf4410dc001323325e01aaaa757af3870a5efe31c4ffa
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model-00001-of-00004.safetensors4.90 GB42fba83abc939aa942639715ff32735d9fd7623bd3e50be0a21d174efb2b0855
model-00002-of-00004.safetensors4.92 GB28c0b557ccffef59e2b02d373ccc5bc9a4cd1b4b21f94b61cd26d7f5d442ab18
model-00003-of-00004.safetensors4.98 GBdf52e20750ce7810443361829c217d78bb18b1823ade0220e3f569150e54a9eb
model-00004-of-00004.safetensors1.58 GBa312c1bfdad56434820140d7ef1127aa6e268203c0f69ee404cee79c77f754ed
model.safetensors.index.json32.9 KB9befa4b90440360a9eea244d7c3ab235d0df1e536929078af008d1895522ec7e
run_summary.json495 Bc095b998b37b4ec17c915770c1e9ed32149f88f444cebc894c01ec21b44c80aa
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json11.4 MBaeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
tokenizer_config.json5.43 KB776e3ac0537ac47639ddbfd840314938cfb7188be09f7436ed6704efb338ac77
train_results.json547 Be639710ffdb732d7b0e98ded032853ea63f9293a3ac493c6f67ec8299d522986
trainer_log.jsonl99.0 KBc8b62bbe7f034810d2f0e61b7fd2fec343d5775615d39aa2393d17e4f7774d4c
trainer_state.json160 KB91538f9fd26b5d4b2e8a7948ee2f9ca8be3645e10c31056992a9373b3e138278
training_args.bin8.79 KB51c59af6abee80ceb59d8343ef6643d9d848f264b9af26725f19e9a70ea0a4e4
training_loss.png39.7 KB76594d061a3ae86c3bf0ad70b95327d697f3aa7ad2f3bdecf8d37de30c54f822
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
51f9e757e2 pinned now2026-11-15 04:27 UTC23 files · 16.4 GB

Use it

$ fw get laion/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps
# manifest sha256 4da705fc55f7… · 16.4 GB · 23 files
$ fw verify ./Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps laion/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/laion/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps.json --dir ./Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps $ python3 fw.py verify ./Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps ./laion__Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download laion/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps --revision 51f9e757e277499c1e0e850020d0dd15d6934c2a --local-dir ./Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps
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/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps", revision="51f9e757e277499c1e0e850020d0dd15d6934c2a") model = AutoModelForCausalLM.from_pretrained("laion/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps", revision="51f9e757e277499c1e0e850020d0dd15d6934c2a", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve laion/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps --revision 51f9e757e277499c1e0e850020d0dd15d6934c2a
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
8eae13e2e8836ff8cd8ea184c15cb02ece4b3e18b3af651e1757ddd1fe53b5d2
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.qwenSubject: Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_stepsDate: 2026-11-15Commit: 51f9e75Signed: 2DC28CC7B26A283B ✓
Upstream
laion/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps
Pinned commit
51f9e757e277499c1e0e850020d0dd15d6934c2a
Manifest
Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps.json · .minisig
Manifest sha256
4da705fc55f70130ca9e7d513ff35625d05d6e4d32607a6db91fb2d91e2667a8
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:27 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/laion/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps.json $ curl -O https://freeweights.allternit.com/manifests/laion/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps.json.minisig $ minisign -Vm Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps.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/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps.json. Provenance. Takedown history: none.
Source
huggingface.co/laion/Qwen3-8B_exp_tas_tmux_large_traces_save-strategy_steps

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