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alt.freeweights.text / Seed-OSS-36B-Instruct-MLX-6bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.textSubject:

Seed-OSS-36B-Instruct-MLX-6bit

Date: 2026-11-15Commit: cd6830fSigned: 2DC28CC7B26A283B ✓

Text generation model with 36.2B parameters. Safetensors weights, 29.4 GB in all. Published by lmstudio-community under Apache-2.0.

36.2B params29.4GBSeed-OSS-36B-Instruct-MLX-6bitsafetensorspermissive
FactsParams36.2BSize29.4 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Seed-OSS-36B-Instruct-MLX-6bit
# manifest sha256 7fd62304123d… · 29.4 GB · 15 files
$ fw verify ./Seed-OSS-36B-Instruct-MLX-6bit lmstudio-community/Seed-OSS-36B-Instruct-MLX-6bit
From sourceHosted (signed)lmstudio-community/Seed-OSS-36B-Instruct-MLX-6bitLast 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
29.4 GB
Weights
29.4 GB (safetensors)
Parameters
36.2B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
15, 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 cd6830f. 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#

6-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

15 files · 29.4 GBWeights 29.4 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 15 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.29 KB9fd8e25eef4d53db067a430d1fae4e987960667a6e80bb3b49414f5f7dbb0582
chat_template.jinja7.76 KBa5625c3b7eef12f6f19837e36a3a8d21e9c890b24c33cf464432f0df1788c1d8
config.json989 B484dbd0a0a0b87970f49b2df34a83948de910427966e1b1e2323293155d5a688
generation_config.json172 B99c964d4affb46130f92a457c72deacf1b3152df9eb7aa0b05494ec5b1e7915b
model-00001-of-00006.safetensors5.36 GB5db75435e1bcde66e904cf2591c23eccded02dd258cdc706b7b54959de823d32
model-00002-of-00006.safetensors5.27 GB8c7c00377c9aaa6e95b887b1947efd528ea06d9653f0fd6970a2b6d7bce0e584
model-00003-of-00006.safetensors5.27 GBffc6b4dd26b78e863fbaf27329454057c9d0c6bc74b2ee24c5c664be7f228a1a
model-00004-of-00006.safetensors5.27 GB6a5a15819673aebd7e3fc81a02a73d6b64bd96fad60eb45268d6b4409baa08f4
model-00005-of-00006.safetensors5.27 GB52b2c97f75e7a635952258daea3cc77f3f8b27249669c00f9c85e0c3ec4b2bbd
model-00006-of-00006.safetensors2.95 GBfbf9a9229e1a4fa751c7248eb2434a6ef8bc7ddf4cb26921e803e9ae64a0822b
model.safetensors.index.json143 KB84611bcdc5f585ed2ee337cbed85c1f5c8d2568e89070a24e46fa34c943b0c87
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
cd6830fe16 pinned now2026-11-15 04:42 UTC15 files · 29.4 GB

Use it

$ fw get lmstudio-community/Seed-OSS-36B-Instruct-MLX-6bit
# manifest sha256 7fd62304123d… · 29.4 GB · 15 files
$ fw verify ./Seed-OSS-36B-Instruct-MLX-6bit lmstudio-community/Seed-OSS-36B-Instruct-MLX-6bit
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-6bit.json --dir ./Seed-OSS-36B-Instruct-MLX-6bit $ python3 fw.py verify ./Seed-OSS-36B-Instruct-MLX-6bit ./lmstudio-community__Seed-OSS-36B-Instruct-MLX-6bit.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-6bit --revision cd6830fe1633cac9ed5633716610d07b735069b9 --local-dir ./Seed-OSS-36B-Instruct-MLX-6bit
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-6bit", revision="cd6830fe1633cac9ed5633716610d07b735069b9") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/Seed-OSS-36B-Instruct-MLX-6bit", revision="cd6830fe1633cac9ed5633716610d07b735069b9", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/Seed-OSS-36B-Instruct-MLX-6bit --revision cd6830fe1633cac9ed5633716610d07b735069b9
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
9fd8e25eef4d53db067a430d1fae4e987960667a6e80bb3b49414f5f7dbb0582
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-6bitDate: 2026-11-15Commit: cd6830fSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Seed-OSS-36B-Instruct-MLX-6bit
Pinned commit
cd6830fe1633cac9ed5633716610d07b735069b9
Manifest
Seed-OSS-36B-Instruct-MLX-6bit.json · .minisig
Manifest sha256
7fd62304123d2ff1b381f04cf1dcddc914a682edc7d265fc7e942ededa380756
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-6bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Seed-OSS-36B-Instruct-MLX-6bit.json.minisig $ minisign -Vm Seed-OSS-36B-Instruct-MLX-6bit.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-6bit
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-6bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/Seed-OSS-36B-Instruct-MLX-6bit

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