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alt.freeweights.lfm / LFM2-24B-A2B-MLX-6bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.lfmSubject:

LFM2-24B-A2B-MLX-6bit

Date: 2026-11-15Commit: c838fe6Signed: 2DC28CC7B26A283B ✓

Text generation model with 23.8B parameters. Safetensors weights, 19.4 GB in all. Published by lmstudio-community under LFM-1.0 (custom).

23.8B params19.4GBLFM2-24B-A2B-MLX-6bitsafetensorscustom terms
FactsParams23.8BSize19.4 GBFormatssafetensorsTasktext generationLicenseLFM-1.0 (custom)From sourcecustom termsread terms
# custom terms: read the license before you download
$ fw get lmstudio-community/LFM2-24B-A2B-MLX-6bit
# manifest sha256 7059c85b4a5d… · 19.4 GB · 12 files
$ fw verify ./LFM2-24B-A2B-MLX-6bit lmstudio-community/LFM2-24B-A2B-MLX-6bit
From sourceHosted (signed)lmstudio-community/LFM2-24B-A2B-MLX-6bitLast check: 2026-11-15 00:20 UTC
Run at homeGet help

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

Quantized of LFM2-24B-A2B.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
19.4 GB
Weights
19.4 GB (safetensors)
Parameters
23.8B
Formats
safetensors
Task
text generation
License
LFM-1.0 (custom) (custom)
Files
12, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.lfm
Lineage

Original release from the publisher.

Base model: LiquidAI/LFM2-24B-A2B

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 00:20 UTCpassed

Model card

From the publisher at commit c838fe6. Shown as plain text with links; images open at the publisher.

💫 Community Model> LFM2-24B-A2B by LiquidAI#

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

Model creator: LiquidAI

Original model: LFM2-24B-A2B

MLX quantization: provided by LM Studio team using mlx_lm

Technical Details#

6-bit quantized version of LFM2-24B-A2B 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

12 files · 19.4 GBWeights 19.4 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 12 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md2.33 KBc6952f6b6f4b20cac9901283ab9446760b2bb79be0a129df23f0ae1fff6a9e7a
chat_template.jinja2.55 KB013eed60546434b6967e3483153d8c5c37abcb1d667f8b1f914683f2a9411531
config.json10.2 KBa5e63deec8bbb861a79d1d9540bdaef69f7cfc656505bda3ea6705f227b49b79
generation_config.json134 B0ec7d228c4de7e3453e98bf6910c7eb7841e87fede63ea11c0f75a5c64e1c3c3
model-00001-of-00004.safetensors5.30 GB1eef698992c03934824e9127352a73c33ef23dff1f9314c410c0975fb284302b
model-00002-of-00004.safetensors5.36 GBf25277ee1e31ce12d200b77580f1061ed7076321f8f269333e0e988c5eeef94c
model-00003-of-00004.safetensors5.36 GB250f2fce57eeaf644557a173baee5b0e2648ab6054e475e0582b95434cd0ea9e
model-00004-of-00004.safetensors3.36 GB6f22a9e74a920e81ad08d915cc8e9c28973e2617daaec8d86d90f85704c514e6
model.safetensors.index.json86.9 KBce9afbcc76f5960bbbfe05646c554534fc3d1ddc9f7438ab9c8c704607f6d09d
tokenizer.json4.73 MB2221c71b5dce048a8abae62843b92bd7deec13cc153f95fa6e3327a47b79a7da
tokenizer_config.json3.27 KBaf86aa148b1e7f08422369ad1746384e213a1ae949f074d1273e9154dcfac275
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
c838fe6fc8 pinned now2026-11-15 00:20 UTC12 files · 19.4 GB

Use it

# custom terms: read the license before you download
$ fw get lmstudio-community/LFM2-24B-A2B-MLX-6bit
# manifest sha256 7059c85b4a5d… · 19.4 GB · 12 files
$ fw verify ./LFM2-24B-A2B-MLX-6bit lmstudio-community/LFM2-24B-A2B-MLX-6bit
Terms that come with these files. LFM 1.0: commercial use only for organisations under US$10M annual revenue. Keep a copy of the license with the files.
Custom license (custom). Read the license text first. Open this panel to show the commands once you accept its terms.
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/LFM2-24B-A2B-MLX-6bit.json --dir ./LFM2-24B-A2B-MLX-6bit $ python3 fw.py verify ./LFM2-24B-A2B-MLX-6bit ./lmstudio-community__LFM2-24B-A2B-MLX-6bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/LFM2-24B-A2B-MLX-6bit --revision c838fe6fc807d3ac5f1d4b3165f5bb8b91a7218b --local-dir ./LFM2-24B-A2B-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/LFM2-24B-A2B-MLX-6bit", revision="c838fe6fc807d3ac5f1d4b3165f5bb8b91a7218b") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/LFM2-24B-A2B-MLX-6bit", revision="c838fe6fc807d3ac5f1d4b3165f5bb8b91a7218b", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/LFM2-24B-A2B-MLX-6bit --revision c838fe6fc807d3ac5f1d4b3165f5bb8b91a7218b
Run at home

License

Name
LFM Open License v1.0
Id
LicenseRef-LFM-1.0
Class
Custom terms
Redistribution
click-through
Listing
Hosted (signed)
Terms
LFM 1.0: commercial use only for organisations under US$10M annual revenue. Keep a copy of the license with the files.
Decided
License as declared by the publisher. No person read it. 2026-11-15
Text in
README.md
Text sha256
c6952f6b6f4b20cac9901283ab9446760b2bb79be0a129df23f0ae1fff6a9e7a
Terms gate
Yes. The commands stay folded until you open them after reading 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.lfmSubject: LFM2-24B-A2B-MLX-6bitDate: 2026-11-15Commit: c838fe6Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/LFM2-24B-A2B-MLX-6bit
Pinned commit
c838fe6fc807d3ac5f1d4b3165f5bb8b91a7218b
Manifest
LFM2-24B-A2B-MLX-6bit.json · .minisig
Manifest sha256
7059c85b4a5d772f3c7e76a06fd0a12dfa67fba92c530ed4cba589d6b96aaaf7
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 00:20 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/LFM2-24B-A2B-MLX-6bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/LFM2-24B-A2B-MLX-6bit.json.minisig $ minisign -Vm LFM2-24B-A2B-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

LiquidAI/LFM2-24B-A2B · this model is a quantization of it

No model in the catalog names this one as its parent.

Get it
Read license, then download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/LFM2-24B-A2B-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. LFM2-24B-A2B-MLX-6bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/LFM2-24B-A2B-MLX-6bit

Related models

All of alt.freeweights.lfm →
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