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alt.freeweights.text / Skywork-SWE-32B-GGUF
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.textSubject:

Skywork-SWE-32B-GGUF

Date: 2026-11-15Commit: a84741cSigned: 2DC28CC7B26A283B ✓

Text generation model. Gguf weights, 98.8 GB in all. Published by lmstudio-community under Apache-2.0.

text98.8GBSkywork-SWE-32B-GGUFggufpermissive
FactsParamsnot statedSize98.8 GBFormatsggufTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Skywork-SWE-32B-GGUF
# manifest sha256 eaf3ca63ee6e… · 98.8 GB · 6 files
$ fw verify ./Skywork-SWE-32B-GGUF lmstudio-community/Skywork-SWE-32B-GGUF
From sourceHosted (signed)lmstudio-community/Skywork-SWE-32B-GGUFLast check: 2026-11-15 05:29 UTC
Run at homeGet help

Get help: custom fine-tune or private deploy. We review your setup before we quote.

Quantized of Skywork-SWE-32B.

Works with

Run14Convert1Evaluate13Scan12Apps58

Convert with

ggml
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
98.8 GB
Weights
17.2 GB (smallest of 4 GGUF variants)
Parameters
not stated
Formats
gguf
Task
text generation
License
Apache-2.0 (permissive)
Files
6, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.text
Lineage

Original release from the publisher.

Base model: Skywork/Skywork-SWE-32B

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 05:29 UTCpassed

Model card

From the publisher at commit a84741c. Shown as plain text with links; images open at the publisher.

💫 Community Model> Skywork SWE 32B by Skywork#

👾 LM Studio Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on Discord.

Model creator: Skywork

Original model: Skywork-SWE-32B

GGUF quantization: provided by bartowski based on llama.cpp release b5697

Technical Details#

Supports a context length of 32k tokens

Skywork-SWE-32B is a code agent model developed by Skywork AI, specifically designed for software engineering (SWE) tasks

Skywork-SWE-32B attains 38.0% pass@1 accuracy on the SWE-bench Verified benchmark, outperforming previous open-source SoTA Qwen2.5-Coder-32B-based LLMs built on the OpenHands agent framework

When incorporated with test-time scaling techniques, the performance further improves to 47.0% accuracy, surpassing the previous SoTA results for sub-32B parameter models

Special thanks#

🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.

Disclaimers#

LM Studio is not the creator, originator, or owner of any Model featured in the Community Model Program. Each Community Model is created and provided by third parties. LM Studio does not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Community Model. You understand that Community Models can produce content that might be offensive, harmful, inaccurate or otherwise inappropriate, or deceptive. Each Community Model is the sole responsibility of the person or entity who originated such Model. LM Studio may not monitor or control the Community Models and cannot, and does not, take responsibility for any such Model. LM Studio disclaims all warranties or guarantees about the accuracy, reliability or benefits of the Community Models. LM Studio further disclaims any warranty that the Community Model will meet your requirements, be secure, uninterrupted or available at any time or location, or error-free, viruses-free, or that any errors will be corrected, or otherwise. You will be solely responsible for any damage resulting from your use of or access to the Community Models, your downloading of any Community Model, or use of any other Community Model provided by or through LM Studio.

Files

6 files · 98.8 GBWeights 17.2 GB (smallest of 4 GGUF variants). Sizes and sha256 from the signed manifest.
Hide all 6 files with their sha256
FileSizesha256
.gitattributes1.77 KBeb49a86b820063740c868f17a740fadee3b284e8665710ab40f8e3514438cef1
README.md2.95 KBbcd0d28cea5db3cb386f1640d4ba11c6325072404bbe6deb2a50da0c9a883b32
Skywork-SWE-32B-Q3_K_L.gguf17.2 GBf1405bdbd6d16a94cf2831c6629591a8c17e9b5dc447d803e6de4a9bff8be5f1
Skywork-SWE-32B-Q4_K_M.gguf19.9 GB06e74c9dc96acb0a9fc092d5eff98f32310639e3b1be167d46740da9082c3087
Skywork-SWE-32B-Q6_K.gguf26.9 GB19e9ceec955341358e0d7697404525cac2e28de4c96a7db84dbba7e37714cd63
Skywork-SWE-32B-Q8_0.gguf34.8 GB7344cc930f265b5278bfab1b4c041d213d31e525c82d28289e293318b9f071ec
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
a84741c218 pinned now2026-11-15 05:29 UTC6 files · 98.8 GB

Use it

$ fw get lmstudio-community/Skywork-SWE-32B-GGUF
# manifest sha256 eaf3ca63ee6e… · 98.8 GB · 6 files
$ fw verify ./Skywork-SWE-32B-GGUF lmstudio-community/Skywork-SWE-32B-GGUF
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/Skywork-SWE-32B-GGUF.json --dir ./Skywork-SWE-32B-GGUF $ python3 fw.py verify ./Skywork-SWE-32B-GGUF ./lmstudio-community__Skywork-SWE-32B-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/Skywork-SWE-32B-GGUF --revision a84741c218d466ceecef1ec73bdf9de6e1a5dcdb --local-dir ./Skywork-SWE-32B-GGUF
llama.cppDownload one GGUF variant (Skywork-SWE-32B-Q3_K_L, 17.2 GB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/Skywork-SWE-32B-GGUF --include "Skywork-SWE-32B-Q3_K_L*" --local-dir ./Skywork-SWE-32B-GGUF $ llama-server -m ./Skywork-SWE-32B-GGUF/Skywork-SWE-32B-Q3_K_L.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./Skywork-SWE-32B-GGUF/Skywork-SWE-32B-Q3_K_L.gguf\n' > Modelfile $ ollama create skywork-swe-32b-gguf -f Modelfile
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
bcd0d28cea5db3cb386f1640d4ba11c6325072404bbe6deb2a50da0c9a883b32
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: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.textSubject: Skywork-SWE-32B-GGUFDate: 2026-11-15Commit: a84741cSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Skywork-SWE-32B-GGUF
Pinned commit
a84741c218d466ceecef1ec73bdf9de6e1a5dcdb
Manifest
Skywork-SWE-32B-GGUF.json · .minisig
Manifest sha256
eaf3ca63ee6e052953928fa00114a489e6f5fbd23a8dfa82a7cbf99b89e4ff5d
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:29 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Skywork-SWE-32B-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Skywork-SWE-32B-GGUF.json.minisig $ minisign -Vm Skywork-SWE-32B-GGUF.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

Skywork/Skywork-SWE-32B · this model is a quantization of it

No model in the catalog names this one as its parent.

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/Skywork-SWE-32B-GGUF
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Skywork-SWE-32B-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/Skywork-SWE-32B-GGUF

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