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alt.freeweights.lfm / LFM2-24B-A2B-MLX-5bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.lfmSubject:

LFM2-24B-A2B-MLX-5bit

Date: 2026-11-15Commit: b6f5e19Signed: 2DC28CC7B26A283B ✓

Text generation model with 23.8B parameters. Safetensors weights, 16.4 GB in all. Published by lmstudio-community under LFM-1.0 (custom).

23.8B params16.4GBLFM2-24B-A2B-MLX-5bitsafetensorscustom terms
FactsParams23.8BSize16.4 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-5bit
# manifest sha256 fa750faeaff8… · 16.4 GB · 12 files
$ fw verify ./LFM2-24B-A2B-MLX-5bit lmstudio-community/LFM2-24B-A2B-MLX-5bit
From sourceHosted (signed)lmstudio-community/LFM2-24B-A2B-MLX-5bitLast 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
16.4 GB
Weights
16.4 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 b6f5e19. 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#

5-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 · 16.4 GBWeights 16.4 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 12 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md2.33 KBcb1362d18e0d6f509f06e2781667484b10a1ef7f1f323d8c60c71eab161abe83
chat_template.jinja2.55 KB013eed60546434b6967e3483153d8c5c37abcb1d667f8b1f914683f2a9411531
config.json10.2 KB55a17f5e55efa70bd775659232e5c9362b33483139f88f59454d307cb4fc7f87
generation_config.json134 B0ec7d228c4de7e3453e98bf6910c7eb7841e87fede63ea11c0f75a5c64e1c3c3
model-00001-of-00004.safetensors5.33 GBc2ca108bf2f10cb286cc0bdead4a4c27566c78689e4702832c55a5c082b24be1
model-00002-of-00004.safetensors5.25 GBe313bfed3423782c0bf052e5f2d9b908b736e877107c77e78171c881d1711690
model-00003-of-00004.safetensors5.25 GB3cf86b13030714479011cd72ae00ae50a49638b52622ae5bc710a8028f9c42e5
model-00004-of-00004.safetensors565 MBedb0d0aca982ff86062465f53102957db96ae8b55367c05019f37d8bc6cfd0fd
model.safetensors.index.json86.9 KB3d5ae93fcfe3f751fe5aa509a5c2dbcc5f986b7e98755e7f799bc32f4817e7e3
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
b6f5e19ce1 pinned now2026-11-15 00:20 UTC12 files · 16.4 GB

Use it

# custom terms: read the license before you download
$ fw get lmstudio-community/LFM2-24B-A2B-MLX-5bit
# manifest sha256 fa750faeaff8… · 16.4 GB · 12 files
$ fw verify ./LFM2-24B-A2B-MLX-5bit lmstudio-community/LFM2-24B-A2B-MLX-5bit
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-5bit.json --dir ./LFM2-24B-A2B-MLX-5bit $ python3 fw.py verify ./LFM2-24B-A2B-MLX-5bit ./lmstudio-community__LFM2-24B-A2B-MLX-5bit.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-5bit --revision b6f5e19ce1759fd943e63b88b70cc1834fbf5ea3 --local-dir ./LFM2-24B-A2B-MLX-5bit
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-5bit", revision="b6f5e19ce1759fd943e63b88b70cc1834fbf5ea3") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/LFM2-24B-A2B-MLX-5bit", revision="b6f5e19ce1759fd943e63b88b70cc1834fbf5ea3", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/LFM2-24B-A2B-MLX-5bit --revision b6f5e19ce1759fd943e63b88b70cc1834fbf5ea3
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
cb1362d18e0d6f509f06e2781667484b10a1ef7f1f323d8c60c71eab161abe83
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-5bitDate: 2026-11-15Commit: b6f5e19Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/LFM2-24B-A2B-MLX-5bit
Pinned commit
b6f5e19ce1759fd943e63b88b70cc1834fbf5ea3
Manifest
LFM2-24B-A2B-MLX-5bit.json · .minisig
Manifest sha256
fa750faeaff874fcb2ecf4cb7b6b09038248aa03fec90814af910c58da900305
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-5bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/LFM2-24B-A2B-MLX-5bit.json.minisig $ minisign -Vm LFM2-24B-A2B-MLX-5bit.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-5bit
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-5bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/LFM2-24B-A2B-MLX-5bit

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