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alt.freeweights.qwen / openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k
From: laion <huggingface.co/laion>Newsgroups: alt.freeweights.qwenSubject:

openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k

Date: 2026-11-15Commit: 4571d8aSigned: 2DC28CC7B26A283B ✓

Model with 1.7B parameters. Safetensors weights, 3.46 GB in all. Published by laion under Apache-2.0.

1.7B params3.46GBopenthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32ksafetensorspermissive
FactsParams1.7BSize3.46 GBFormatssafetensorsTasknot taggedLicenseApache-2.0From sourcepermissive
$ fw get laion/openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k
# manifest sha256 ea2f59035e0b… · 3.46 GB · 19 files
$ fw verify ./openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k laion/openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k
From sourceHosted (signed)laion/openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32kLast check: 2026-11-15 04:19 UTC
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Get help: custom fine-tune or private deploy. We review your setup before we quote.

Fine-tune of Qwen3-1.7B.

Works with

Run8Fine-tune7Convert8Scan2

Runs with

Ranked by fit to this model (safetensors), then by GitHub stars.

TransformersLocalAItinygradTriton Inference ServerBentoMLCTranslate2ExLlamaV2LitServe
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
3.46 GB
Weights
3.44 GB (safetensors)
Parameters
1.7B
Formats
safetensors
Task
not tagged
License
Apache-2.0 (permissive)
Files
19, each with a sha256
Publisher
laion
Added
2026-11-15
Section
alt.freeweights.qwen
Lineage

Original release from the publisher.

Base model: Qwen/Qwen3-1.7B

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 04:19 UTCpassed

Model card

From the publisher at commit 4571d8a. Shown as plain text with links; images open at the publisher.

Test Qwen3 1.7B post-trained on laion/openthoughts-4-code-qwen3-32b-32k-annotated (Qwen3 32B 32k output length annotated, using https://huggingface.co/datasets/mlfoundations-dev/hero_run_4_code as seed for generation)

Training procedure#

Training hyperparameters#

The following hyperparameters were used during training:

  • learning_rate: 0.00015
  • per_device_train_batch_size: 1
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 256
  • total_train_batch_size: 256
  • optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.99) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 2.0
Training results#
Framework versions#
  • Transformers 4.55.0
  • Pytorch 2.7.1+cu128
  • Datasets 3.6.0
  • Tokenizers 0.21.1

Files

19 files · 3.46 GBWeights 3.44 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 19 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md949 B061d46f2249130c211ea76f8a79a5af3ec256832a0137dacc8f25fe0079c443f
added_tokens.json707 Bc0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
all_results.json549 Be3def4c0e25045d411a31fe13ce397c497b518a7d26e16016243922aaa4f0fa4
chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
config.json1.37 KB107bfa599fb0a2918c0e882d9dc850b64a7c080645f166270c767f68b85ccf10
generation_config.json214 B822104c6c325c580624bf4410dc001323325e01aaaa757af3870a5efe31c4ffa
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model.safetensors3.44 GB4f1bd22739b33efa165dfb6de72edd03a6e7c06fac8ef40ee11d8f7d906da5e7
run_summary.json551 B8d521d6799151217776ad1c9ac25f965e9f1a6d700a12f89882c53079e66b760
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json11.4 MBaeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
tokenizer_config.json5.43 KB776e3ac0537ac47639ddbfd840314938cfb7188be09f7436ed6704efb338ac77
train_results.json549 Be3def4c0e25045d411a31fe13ce397c497b518a7d26e16016243922aaa4f0fa4
trainer_log.jsonl305 KB63e09599f48ce6e46618649ea9eedb16b162e87e32ec69218378ad33702a05ef
trainer_state.json470 KB5994e3494d02c1ab032f851bf6dca24480a86897f41c1fd0712804751a4931a0
training_args.bin8.85 KBe070991589618011b0b85a38b2f253a0d378231f98d4fc1017a0991f00299510
training_loss.png47.3 KBb621cf176f885b2256063e5de76e49f65a8c662ac42507c1b9c5352ccd15815b
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
4571d8ac85 pinned now2026-11-15 04:19 UTC19 files · 3.46 GB

Use it

$ fw get laion/openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k
# manifest sha256 ea2f59035e0b… · 3.46 GB · 19 files
$ fw verify ./openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k laion/openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/laion/openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k.json --dir ./openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k $ python3 fw.py verify ./openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k ./laion__openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download laion/openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k --revision 4571d8ac852e6b185247e2ea7839324c9b21599b --local-dir ./openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k
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
061d46f2249130c211ea76f8a79a5af3ec256832a0137dacc8f25fe0079c443f
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: openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32kDate: 2026-11-15Commit: 4571d8aSigned: 2DC28CC7B26A283B ✓
Upstream
laion/openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k
Pinned commit
4571d8ac852e6b185247e2ea7839324c9b21599b
Manifest
openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k.json · .minisig
Manifest sha256
ea2f59035e0bcfd1d2b15b79dceda197065b1ac2e29ba0ca2b2e04925bd11a38
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:19 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/laion/openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k.json $ curl -O https://freeweights.allternit.com/manifests/laion/openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k.json.minisig $ minisign -Vm openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k.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/Qwen3-1.7B · 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/openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k.json. Provenance. Takedown history: none.
Source
huggingface.co/laion/openthoughts-4-code-qwen3-32b-annotated-32k_qwen3-1.7B_32k

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