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alt.freeweights.lfm / LFM2-24B-A2B-MLX-4bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.lfmSubject:

LFM2-24B-A2B-MLX-4bit

Date: 2026-11-15Commit: f86ea2cSigned: 2DC28CC7B26A283B ✓

Text generation model with 23.8B parameters. Safetensors weights, 13.4 GB in all. Published by lmstudio-community under LFM-1.0 (custom).

23.8B params13.4GBLFM2-24B-A2B-MLX-4bitsafetensorscustom terms
FactsParams23.8BSize13.4 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-4bit
# manifest sha256 56ba94e02f65… · 13.4 GB · 11 files
$ fw verify ./LFM2-24B-A2B-MLX-4bit lmstudio-community/LFM2-24B-A2B-MLX-4bit
From sourceHosted (signed)lmstudio-community/LFM2-24B-A2B-MLX-4bitLast 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
13.4 GB
Weights
13.4 GB (safetensors)
Parameters
23.8B
Formats
safetensors
Task
text generation
License
LFM-1.0 (custom) (custom)
Files
11, 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 f86ea2c. 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#

4-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

11 files · 13.4 GBWeights 13.4 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 11 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md2.33 KB7e2b50c680e18ce98ab52e20cc214b2155edd2b31b746438005a4a65e44f4202
chat_template.jinja2.55 KB013eed60546434b6967e3483153d8c5c37abcb1d667f8b1f914683f2a9411531
config.json10.2 KB4d5b45e9675712b9aa3ce2966921e1b9b540767ddc4aa6573da23accef249733
generation_config.json134 B0ec7d228c4de7e3453e98bf6910c7eb7841e87fede63ea11c0f75a5c64e1c3c3
model-00001-of-00003.safetensors5.29 GB44b4a6e59ceda1ab1cc76365a5a97c8fbc24e83581ddba5375919e24116f7a20
model-00002-of-00003.safetensors5.35 GB35ee71a6f109f7c6bc1b27331c3b0fe04586f2b4540239b5b95778a200b04ef3
model-00003-of-00003.safetensors2.78 GB7e70a93f83f6e610cdca12bf443ad1c5098febd007098ce859d75eb3caf22aba
model.safetensors.index.json86.9 KB0e4cf4215df541ff9288fd5859b65296d758d88b20a0f1a65c8535dd06d68928
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
f86ea2ca24 pinned now2026-11-15 00:20 UTC11 files · 13.4 GB

Use it

# custom terms: read the license before you download
$ fw get lmstudio-community/LFM2-24B-A2B-MLX-4bit
# manifest sha256 56ba94e02f65… · 13.4 GB · 11 files
$ fw verify ./LFM2-24B-A2B-MLX-4bit lmstudio-community/LFM2-24B-A2B-MLX-4bit
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-4bit.json --dir ./LFM2-24B-A2B-MLX-4bit $ python3 fw.py verify ./LFM2-24B-A2B-MLX-4bit ./lmstudio-community__LFM2-24B-A2B-MLX-4bit.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-4bit --revision f86ea2ca24bcee27aa23f3552f199f3f92a48560 --local-dir ./LFM2-24B-A2B-MLX-4bit
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-4bit", revision="f86ea2ca24bcee27aa23f3552f199f3f92a48560") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/LFM2-24B-A2B-MLX-4bit", revision="f86ea2ca24bcee27aa23f3552f199f3f92a48560", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/LFM2-24B-A2B-MLX-4bit --revision f86ea2ca24bcee27aa23f3552f199f3f92a48560
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
7e2b50c680e18ce98ab52e20cc214b2155edd2b31b746438005a4a65e44f4202
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-4bitDate: 2026-11-15Commit: f86ea2cSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/LFM2-24B-A2B-MLX-4bit
Pinned commit
f86ea2ca24bcee27aa23f3552f199f3f92a48560
Manifest
LFM2-24B-A2B-MLX-4bit.json · .minisig
Manifest sha256
56ba94e02f650f5e0f92f31627542bc5a7dad3b2795b43060f0453b39a141788
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-4bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/LFM2-24B-A2B-MLX-4bit.json.minisig $ minisign -Vm LFM2-24B-A2B-MLX-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

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-4bit
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-4bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/LFM2-24B-A2B-MLX-4bit

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