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alt.freeweights.text / Seed-OSS-36B-Instruct-MLX-5bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.textSubject:

Seed-OSS-36B-Instruct-MLX-5bit

Date: 2026-11-15Commit: 7ce969dSigned: 2DC28CC7B26A283B ✓

Text generation model with 36.2B parameters. Safetensors weights, 24.9 GB in all. Published by lmstudio-community under Apache-2.0.

36.2B params24.9GBSeed-OSS-36B-Instruct-MLX-5bitsafetensorspermissive
FactsParams36.2BSize24.9 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bit
# manifest sha256 2dd70b4f433f… · 24.9 GB · 14 files
$ fw verify ./Seed-OSS-36B-Instruct-MLX-5bit lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bit
From sourceHosted (signed)lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bitLast check: 2026-11-15 04:42 UTC
Fine-tune in StudioRun at homeGet help

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

Quantized of Seed-OSS-36B-Instruct.

Runs withAIBrixBentoMLCTranslate2ExLlamaV2ExLlamaV3exofastllmFlashInfergpu-unlockKTransformersLitServeLMCacheLMDeployLocalAImistral.rsMLC LLMMooncakeSGLangText Generation WebUItinygradTransformersTriton Inference ServervLLMXinferenceFine-tune withAccelerateAlignment HandbookAxolotlColossal-AIDeepSpeedEasyR1FlashAttentionH2O LLM StudioJAXKerasLiger KernelLitGPTLLaMA-FactoryMegatron-LMms-swiftnanotronOLMo-coreOpenRLHFOumiPEFTPyTorch Lightningsd-scriptsSimpleTunerTorchTitantorchtuneTransformer EngineTRLUnslothverlConvert withAQLMAutoRoundCore ML ToolsExecuTorchGPTQModelLLM CompressormergekitNeural CompressorOliveONNXOptimum QuantoOptimumsafetensorsTensorRT Model OptimizertorchaoEvaluate withAutoevalsDeepEvalEvaluateHELMLightEvallm-evaluation-harnessOpenCompassOpikRagassimple-evalsSWE-benchTruLensWeaveScan withAgentDojoAI Fairness 360DeepTeamDetoxifyFairlearngarakGiskardGuardrailsMCP ScannerModelScanNeMo GuardrailspicklescanpromptfooWorks withAgent Development KitAG2Google AI Edge GalleryAiderany-llmAnythingLLMBAMLbrowser-useCAMELHugging Face Chat UIChatboxCherry StudioClineCodex CLICogneeCrewAIDeerFlowDSPyEnchantedGemini CLIGitHub MCP ServergooseGPT ResearcherGradioGraphitiGuidanceHollamaInstructorKilo CodeLangflowLangGraphLiteLLMLlamaIndexLLMLocalAGILoLLMs WebUIMCP Python SDKMem0MetaGPTNextChatOllama JavaScriptOllama PythonOpenAI Agents SDKopencodeOpenHandsotermOutlinesPage AssistPlaywright MCPPortkey AI GatewayPrivateGPTQwen CodeRWKV RunnerSemantic KernelsmolagentsStrands AgentsVaneXGrammar
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
24.9 GB
Weights
24.9 GB (safetensors)
Parameters
36.2B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
14, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.text
Lineage

Original release from the publisher.

Base model: ByteDance-Seed/Seed-OSS-36B-Instruct

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 04:42 UTCpassed

Model card

From the publisher at commit 7ce969d. Shown as plain text with links; images open at the publisher.

💫 Community Model> Seed-OSS-36B-Instruct by ByteDance-Seed#

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

Model creator: ByteDance-Seed

Original model: Seed-OSS-36B-Instruct

MLX quantization: provided by LM Studio team using mlx_lm

Technical Details#

5-bit quantized version of Seed-OSS-36B-Instruct using MLX, optimized for Apple Silicon.

Special thanks#

🙏 Special thanks to the Apple Machine Learning Research team for creating MLX.

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

14 files · 24.9 GBWeights 24.9 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 14 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.29 KB0fe4901775acf57a5a6e67c0c9bde104848762ed64906f5acaf5aec3d3785792
chat_template.jinja7.76 KBa5625c3b7eef12f6f19837e36a3a8d21e9c890b24c33cf464432f0df1788c1d8
config.json989 B0e164136fa1c5739bb3c6c670f93741bcb275d089f265700f0be6ec5faf10ca2
generation_config.json172 B99c964d4affb46130f92a457c72deacf1b3152df9eb7aa0b05494ec5b1e7915b
model-00001-of-00005.safetensors5.37 GB5c07f7572948c674c6db4f2f2f418616ed5ba8157b80de4c182b6f23813ae0f5
model-00002-of-00005.safetensors5.28 GB4b0f0df32110e26c2f3eb3d72f1718c90a038ed9a615312eb6bb6ed6e2c1a289
model-00003-of-00005.safetensors5.30 GBcff4db36527e3f05e8dfe731316a81cb36db3f2d5e6633284cce982dd0c6e2e5
model-00004-of-00005.safetensors5.30 GB89ebd0a3781706f6c2bd5dc26f996749310a77aefe343afae1e5a3d2e32a4eb4
model-00005-of-00005.safetensors3.61 GB7fbcf43dbf1d6ff404d716ee7bd0d5513d98ec1d648d8516f165ccf0713cf049
model.safetensors.index.json143 KBbf4a758640ae4c39bb1c09eac58c461508cb318faa72ac269d3f407313c379a8
special_tokens_map.json432 B2566e3f4a6db47cc6051b180e9f00314805857e16f2c6ac1d08fdbbb353d5f36
tokenizer.json11.9 MBf6bd848f52451824a3033a9f1e67eea5b399a13c90f845a332d3a29537e05827
tokenizer_config.json31.9 KBed9bec85f0a7e161a7320c3748d73c559333b2acbdd6fd3b469a5e10d83789dc
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
7ce969d9d8 pinned now2026-11-15 04:42 UTC14 files · 24.9 GB

Use it

$ fw get lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bit
# manifest sha256 2dd70b4f433f… · 24.9 GB · 14 files
$ fw verify ./Seed-OSS-36B-Instruct-MLX-5bit lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bit.json --dir ./Seed-OSS-36B-Instruct-MLX-5bit $ python3 fw.py verify ./Seed-OSS-36B-Instruct-MLX-5bit ./lmstudio-community__Seed-OSS-36B-Instruct-MLX-5bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bit --revision 7ce969d9d8d927bc337746c76464a89048e051c0 --local-dir ./Seed-OSS-36B-Instruct-MLX-5bit
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForCausalLM, AutoTokenizer tok = AutoTokenizer.from_pretrained("lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bit", revision="7ce969d9d8d927bc337746c76464a89048e051c0") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bit", revision="7ce969d9d8d927bc337746c76464a89048e051c0", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bit --revision 7ce969d9d8d927bc337746c76464a89048e051c0
Run at homeFine-tune in Studio

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
0fe4901775acf57a5a6e67c0c9bde104848762ed64906f5acaf5aec3d3785792
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: Seed-OSS-36B-Instruct-MLX-5bitDate: 2026-11-15Commit: 7ce969dSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bit
Pinned commit
7ce969d9d8d927bc337746c76464a89048e051c0
Manifest
Seed-OSS-36B-Instruct-MLX-5bit.json · .minisig
Manifest sha256
2dd70b4f433fd124d8da0b85dc5803766dd5abe9d87e3f3d10f48116c04d553e
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:42 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bit.json.minisig $ minisign -Vm Seed-OSS-36B-Instruct-MLX-5bit.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

ByteDance-Seed/Seed-OSS-36B-Instruct · 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/Seed-OSS-36B-Instruct-MLX-5bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Seed-OSS-36B-Instruct-MLX-5bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/Seed-OSS-36B-Instruct-MLX-5bit

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