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alt.freeweights.text / rnj-1-instruct-MLX-6bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.textSubject:

rnj-1-instruct-MLX-6bit

Date: 2026-11-15Commit: bbe0371Signed: 2DC28CC7B26A283B ✓

Model with 8.3B parameters. Safetensors weights, 7.29 GB in all. Published by lmstudio-community under Apache-2.0.

8.3B params7.29GBrnj-1-instruct-MLX-6bitsafetensorspermissive
FactsParams8.3BSize7.29 GBFormatssafetensorsTasknot taggedLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/rnj-1-instruct-MLX-6bit
# manifest sha256 a75a3687afcb… · 7.29 GB · 11 files
$ fw verify ./rnj-1-instruct-MLX-6bit lmstudio-community/rnj-1-instruct-MLX-6bit
From sourceHosted (signed)lmstudio-community/rnj-1-instruct-MLX-6bitLast check: 2026-11-15 05:30 UTC
Run at homeGet help

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

Quantized of rnj-1-instruct.

Works with

Run8Fine-tune7Convert8Scan2

Runs with

Ranked by fit to this model (safetensors), then by GitHub stars.

TransformersLocalAItinygradTriton Inference ServerBentoMLCTranslate2ExLlamaV2LitServe
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
7.29 GB
Weights
7.27 GB (safetensors)
Parameters
8.3B
Formats
safetensors
Task
not tagged
License
Apache-2.0 (permissive)
Files
11, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.text
Lineage

Original release from the publisher.

Base model: EssentialAI/rnj-1-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 05:30 UTCpassed

Model card

From the publisher at commit bbe0371. Shown as plain text with links; images open at the publisher.

💫 Community Model> rnj-1-instruct by EssentialAI#

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

Model creator: EssentialAI

Original model: rnj-1-instruct

MLX quantization: provided by LM Studio team using mlx_lm

Technical Details#

6-bit quantized version of rnj-1-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

11 files · 7.29 GBWeights 7.27 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 11 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.18 KBd09c3c4ebe6c95e68f08da308c95d4eb5bc61002524f14e935b46cd7e8466185
chat_template.jinja5.34 KB4065869b8ec00130819269c3bef69cbb8052fbb9ea522ec00257b912f7dc4402
config.json2.27 KBee4cd7a0e8102f86d7fa932cd56cc2c3cf8b66a9ccdcda95de4c9e0f4c764408
generation_config.json226 B65f479740c4038bc832ae2af82e094cf27955763bfbaa98ac3ff5c3b2bba70f5
model-00001-of-00002.safetensors5.36 GB172fbdaab88c37c50c2a703e00884668576f5e66b7b9d0155b20bf7d1ad7f700
model-00002-of-00002.safetensors1.92 GB29d8214a80589bda34f8396e355ad3483470e244263fac438e11ee42d40bf374
model.safetensors.index.json75.1 KB9294022aec2678dd1bf28a7b84ee11c3a391bade15bc6ead16766600aa3417da
special_tokens_map.json301 Bcc2e013b7545f183ef03e079a3c91c6f364fa37e4068c512d7dd843e59024535
tokenizer.json17.2 MB96a2db531b75969ce3aeaaf126eb7957f7e07a28c7e770705787ef035f19d9da
tokenizer_config.json56.0 KBfec45036cd2634bd53fe24873c42eff332caa3cb13c21acd37208bfe71519158
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
bbe0371e8f pinned now2026-11-15 05:30 UTC11 files · 7.29 GB

Use it

$ fw get lmstudio-community/rnj-1-instruct-MLX-6bit
# manifest sha256 a75a3687afcb… · 7.29 GB · 11 files
$ fw verify ./rnj-1-instruct-MLX-6bit lmstudio-community/rnj-1-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/rnj-1-instruct-MLX-6bit.json --dir ./rnj-1-instruct-MLX-6bit $ python3 fw.py verify ./rnj-1-instruct-MLX-6bit ./lmstudio-community__rnj-1-instruct-MLX-6bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/rnj-1-instruct-MLX-6bit --revision bbe0371e8f7a051683d2d747a815710a5e696e77 --local-dir ./rnj-1-instruct-MLX-6bit
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
d09c3c4ebe6c95e68f08da308c95d4eb5bc61002524f14e935b46cd7e8466185
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: rnj-1-instruct-MLX-6bitDate: 2026-11-15Commit: bbe0371Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/rnj-1-instruct-MLX-6bit
Pinned commit
bbe0371e8f7a051683d2d747a815710a5e696e77
Manifest
rnj-1-instruct-MLX-6bit.json · .minisig
Manifest sha256
a75a3687afcbf282be389a33c862ff972caa9a4bdf3865da434af97d591d7387
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:30 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/rnj-1-instruct-MLX-6bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/rnj-1-instruct-MLX-6bit.json.minisig $ minisign -Vm rnj-1-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

EssentialAI/rnj-1-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/rnj-1-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. rnj-1-instruct-MLX-6bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/rnj-1-instruct-MLX-6bit

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