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alt.freeweights.text / North-Mini-Code-1.0-4bit
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.textSubject:

North-Mini-Code-1.0-4bit

Date: 2026-11-15Commit: dfbe084Signed: 2DC28CC7B26A283B ✓

Image text to text model with 30.5B parameters. Safetensors weights, 18.5 GB in all. Published by mlx-community under Apache-2.0.

30.5B params18.5GBNorth-Mini-Code-1.0-4bitsafetensorspermissive
FactsParams30.5BSize18.5 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/North-Mini-Code-1.0-4bit
# manifest sha256 0594de96d2bf… · 18.5 GB · 13 files
$ fw verify ./North-Mini-Code-1.0-4bit mlx-community/North-Mini-Code-1.0-4bit
From sourceHosted (signed)mlx-community/North-Mini-Code-1.0-4bitLast check: 2026-11-15 05:15 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 North-Mini-Code-1.0.

Runs withAIBrixBentoMLCTranslate2ExLlamaV2ExLlamaV3exofastllmFlashInferKTransformersLitServeLMCacheLMDeployLocalAImistral.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 CLICogneeCrewAIDeerFlowdocTRDSPyEasyOCREnchantedGemini CLIGitHub MCP ServergooseGPT ResearcherGradioGraphitiGuidanceHollamaInstructorKilo CodeLangflowLangGraphLiteLLMLlamaIndexLLMLocalAGILoLLMs WebUIMCP Python SDKMem0MetaGPTNextChatOllama JavaScriptOllama PythonolmOCROpenAI Agents SDKopencodeOpenHandsotermOutlinesPage AssistPlaywright MCPPortkey AI GatewayPrivateGPTQwen CodeRWKV RunnerSemantic KernelsmolagentsStrands AgentsSuryaVaneXGrammar
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
18.5 GB
Weights
18.5 GB (safetensors)
Parameters
30.5B
Formats
safetensors
Task
image text to text
License
Apache-2.0 (permissive)
Files
13, each with a sha256
Publisher
mlx-community
Added
2026-11-15
Section
alt.freeweights.text
Lineage

Original release from the publisher.

Base model: CohereLabs/North-Mini-Code-1.0

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 05:15 UTCpassed

Model card

From the publisher at commit dfbe084. Shown as plain text with links; images open at the publisher.

mlx-community/North-Mini-Code-1.0-4bit#

This model was converted to MLX format from CohereLabs/North-Mini-Code-1.0 using mlx-vlm version 0.6.2. Refer to the original model card for more details on the model.

Use with mlx#

pip install -U mlx-vlm
python -m mlx_vlm.generate --model mlx-community/North-Mini-Code-1.0-4bit --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

Files

13 files · 18.5 GBWeights 18.5 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 13 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md752 Ba0301301c8d0e03a8527f01ac9e7d8cc14ea1ce967cb1b839dae13faa85a4564
chat_template.jinja12.4 KBd8366efb9f07c571da620ce6a924594fc52c80273a0fbb46a38b643972df95fd
config.json2.85 KBf79ab5092a0c54581c71b5154dda975c20a618b05878d173752ff621ce07f7ba
generation_config.json136 B1bbfc76080a70d5c23066597a3c7b5bb4504c9eea1f61b9950856f174318117f
model-00001-of-00004.safetensors5.30 GB6a55600789be6d9e084058c1f3762212055e0203b2cf5cc65e5de960f571f2c8
model-00002-of-00004.safetensors5.29 GB08c0824a4a047216ec53c51ce7dac668276ce2e5024b910f2663613a86a0ad5f
model-00003-of-00004.safetensors5.29 GBb1df75197af4b7e34f2ccddde346f90ae38b0e8e49b32232ccd644f54e1f5abc
model-00004-of-00004.safetensors2.61 GB6398418cbccfcd7ecce56c612a2886d420d7e7e86f97e319dac73215690d344e
model.safetensors.index.json77.9 KBf66f40132ee1ed36b85c072e3ae209a8d3dfb40d76580e9de0a3c819a8a47c6f
special_tokens_map.json672 B82b62b61b9cc2a211ce8a4a504cea35e367195af1665add7f86d1d284c741ae5
tokenizer.json19.6 MBe7edbc26b2d1ab947f099b201892d2c0cb873a9ca8d4d3ffde2d82f912e44514
tokenizer_config.json487 B9b2abb34786bd233281aa7f6f2e39e553dfa9366ed7390c1fa966a66ce12ecdc
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
dfbe084dfa pinned now2026-11-15 05:15 UTC13 files · 18.5 GB

Use it

$ fw get mlx-community/North-Mini-Code-1.0-4bit
# manifest sha256 0594de96d2bf… · 18.5 GB · 13 files
$ fw verify ./North-Mini-Code-1.0-4bit mlx-community/North-Mini-Code-1.0-4bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/North-Mini-Code-1.0-4bit.json --dir ./North-Mini-Code-1.0-4bit $ python3 fw.py verify ./North-Mini-Code-1.0-4bit ./mlx-community__North-Mini-Code-1.0-4bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/North-Mini-Code-1.0-4bit --revision dfbe084dfa26e241345af99ca32848f38fd865f9 --local-dir ./North-Mini-Code-1.0-4bit
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForImageTextToText, AutoProcessor processor = AutoProcessor.from_pretrained("mlx-community/North-Mini-Code-1.0-4bit", revision="dfbe084dfa26e241345af99ca32848f38fd865f9") model = AutoModelForImageTextToText.from_pretrained("mlx-community/North-Mini-Code-1.0-4bit", revision="dfbe084dfa26e241345af99ca32848f38fd865f9", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/North-Mini-Code-1.0-4bit --revision dfbe084dfa26e241345af99ca32848f38fd865f9
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
a0301301c8d0e03a8527f01ac9e7d8cc14ea1ce967cb1b839dae13faa85a4564
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: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.textSubject: North-Mini-Code-1.0-4bitDate: 2026-11-15Commit: dfbe084Signed: 2DC28CC7B26A283B ✓
Upstream
mlx-community/North-Mini-Code-1.0-4bit
Pinned commit
dfbe084dfa26e241345af99ca32848f38fd865f9
Manifest
North-Mini-Code-1.0-4bit.json · .minisig
Manifest sha256
0594de96d2bfe42523ededb7a06ee472726ce97f824c9fbecab9bbaa0d603a62
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:15 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/North-Mini-Code-1.0-4bit.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/North-Mini-Code-1.0-4bit.json.minisig $ minisign -Vm North-Mini-Code-1.0-4bit.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

CohereLabs/North-Mini-Code-1.0 · 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 mlx-community/North-Mini-Code-1.0-4bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. North-Mini-Code-1.0-4bit.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/North-Mini-Code-1.0-4bit

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