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alt.freeweights.text / Seed-OSS-36B-Instruct-MLX-8bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.textSubject:

Seed-OSS-36B-Instruct-MLX-8bit

Date: 2026-11-15Commit: 2529521Signed: 2DC28CC7B26A283B ✓

Text generation model with 36.2B parameters. Safetensors weights, 38.4 GB in all. Published by lmstudio-community under Apache-2.0.

36.2B params38.4GBSeed-OSS-36B-Instruct-MLX-8bitsafetensorspermissive
FactsParams36.2BSize38.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Seed-OSS-36B-Instruct-MLX-8bit
# manifest sha256 d44623ed27d8… · 38.4 GB · 17 files
$ fw verify ./Seed-OSS-36B-Instruct-MLX-8bit lmstudio-community/Seed-OSS-36B-Instruct-MLX-8bit
From sourceHosted (signed)lmstudio-community/Seed-OSS-36B-Instruct-MLX-8bitLast check: 2026-11-15 04:42 UTC
Fine-tune in StudioRun at homeGet help

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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
38.4 GB
Weights
38.4 GB (safetensors)
Parameters
36.2B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
17, 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 2529521. 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#

8-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

17 files · 38.4 GBWeights 38.4 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 17 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.29 KBe483203b83c7a20ecdc84e25d89436da65f4e48cafa5b28e2235b1a770367de6
chat_template.jinja7.76 KBa5625c3b7eef12f6f19837e36a3a8d21e9c890b24c33cf464432f0df1788c1d8
config.json989 B91849d979fff353288eb14d502a6ec4ceb29204c69984b21a7ec20e923e97bf6
generation_config.json172 B99c964d4affb46130f92a457c72deacf1b3152df9eb7aa0b05494ec5b1e7915b
model-00001-of-00008.safetensors5.28 GBc4c577345f776c7ef38eda17ed61187baca7e6cbeca5cd20a2590305bb16700d
model-00002-of-00008.safetensors5.37 GB08191e36487f5ede30506501504ad3ba38e33a7d1e9faebf594df86d1ffd45d5
model-00003-of-00008.safetensors5.23 GB4eef6b50804e9ee73dfb4d4558fbff6a636e1b0ef582147219983f54907d93a2
model-00004-of-00008.safetensors5.31 GBe793887a380baecb5775b94feee9e97bc597187bab25a45c8a97e5141bb965ed
model-00005-of-00008.safetensors5.31 GBe50d29ad4e74ca36176194c3c7cc3eac93e28c726d541a5cedf0778d4d8519cd
model-00006-of-00008.safetensors5.37 GB7d60a730aa0d850bf5e64c28f7a7b09b358879000b3d9188fa375ab056e4715d
model-00007-of-00008.safetensors5.23 GBfe3edeb29b53d2e81d773ed2be24c5e88b76db7ea81692a6bacab7a091a8ea2d
model-00008-of-00008.safetensors1.30 GBf9bd2097f18e01503c8bc9d8ad5b35a15803ac20dab81fb5b7c576472772d1ae
model.safetensors.index.json143 KBcb697b734b3d836602f3aa1407f4eaf1e4eeb1f15b53a6f6b1ffb7ddf20d149b
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
2529521d12 pinned now2026-11-15 04:42 UTC17 files · 38.4 GB

Use it

$ fw get lmstudio-community/Seed-OSS-36B-Instruct-MLX-8bit
# manifest sha256 d44623ed27d8… · 38.4 GB · 17 files
$ fw verify ./Seed-OSS-36B-Instruct-MLX-8bit lmstudio-community/Seed-OSS-36B-Instruct-MLX-8bit
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-8bit.json --dir ./Seed-OSS-36B-Instruct-MLX-8bit $ python3 fw.py verify ./Seed-OSS-36B-Instruct-MLX-8bit ./lmstudio-community__Seed-OSS-36B-Instruct-MLX-8bit.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-8bit --revision 2529521d126328b6f1d1e51d31525a74edc96977 --local-dir ./Seed-OSS-36B-Instruct-MLX-8bit
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-8bit", revision="2529521d126328b6f1d1e51d31525a74edc96977") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/Seed-OSS-36B-Instruct-MLX-8bit", revision="2529521d126328b6f1d1e51d31525a74edc96977", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/Seed-OSS-36B-Instruct-MLX-8bit --revision 2529521d126328b6f1d1e51d31525a74edc96977
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
e483203b83c7a20ecdc84e25d89436da65f4e48cafa5b28e2235b1a770367de6
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-8bitDate: 2026-11-15Commit: 2529521Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Seed-OSS-36B-Instruct-MLX-8bit
Pinned commit
2529521d126328b6f1d1e51d31525a74edc96977
Manifest
Seed-OSS-36B-Instruct-MLX-8bit.json · .minisig
Manifest sha256
d44623ed27d8c929008d6cee1f570120b935f14b53bfd217217a0f5745a38efe
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-8bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Seed-OSS-36B-Instruct-MLX-8bit.json.minisig $ minisign -Vm Seed-OSS-36B-Instruct-MLX-8bit.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-8bit
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-8bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/Seed-OSS-36B-Instruct-MLX-8bit

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