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alt.freeweights.lfm / LFM2-24B-A2B-MLX-8bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.lfmSubject:

LFM2-24B-A2B-MLX-8bit

Date: 2026-11-15Commit: 2952d7aSigned: 2DC28CC7B26A283B ✓

Text generation model with 23.8B parameters. Safetensors weights, 25.3 GB in all. Published by lmstudio-community under LFM-1.0 (custom).

23.8B params25.3GBLFM2-24B-A2B-MLX-8bitsafetensorscustom terms
FactsParams23.8BSize25.3 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-8bit
# manifest sha256 4f0e292c58c3… · 25.3 GB · 13 files
$ fw verify ./LFM2-24B-A2B-MLX-8bit lmstudio-community/LFM2-24B-A2B-MLX-8bit
From sourceHosted (signed)lmstudio-community/LFM2-24B-A2B-MLX-8bitLast 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
25.3 GB
Weights
25.3 GB (safetensors)
Parameters
23.8B
Formats
safetensors
Task
text generation
License
LFM-1.0 (custom) (custom)
Files
13, 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 2952d7a. 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#

8-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

13 files · 25.3 GBWeights 25.3 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 13 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md2.33 KB0f3c4fc05983784022180fd2cbca4a4c8d1d6e796d16ae527385f2c54caca5ee
chat_template.jinja2.55 KB013eed60546434b6967e3483153d8c5c37abcb1d667f8b1f914683f2a9411531
config.json10.2 KBea602c25fa32d9618f4b66c213c4cb53d1acea9bd7a5a5a53c606a9af3ed6a3f
generation_config.json134 B0ec7d228c4de7e3453e98bf6910c7eb7841e87fede63ea11c0f75a5c64e1c3c3
model-00001-of-00005.safetensors5.17 GB3bf7234bde8716cab500f7233a5a5f0f16ec68398b24a29ba84dc3fab941cfde
model-00002-of-00005.safetensors5.26 GB7f8d2bf48e8546316366d23e03fefd03aa996aed9a1901ef95927e75460491ec
model-00003-of-00005.safetensors5.26 GBdc090bb5b9f1e8df3f0d1bdb88488cf57eced1902d0bf77a78bc10a126615d45
model-00004-of-00005.safetensors5.26 GBa02a7f1f8d22ff1b4a0805ecb86961ec4b163147b974c67e8906fc96d84b43fe
model-00005-of-00005.safetensors4.37 GB3ab9f27a40c4a9f22d0ea819b08e0ce63a4cb7f6cf5ea92d000dee4e6ddc5d3d
model.safetensors.index.json86.9 KBcdad3318572efa8a58bdb355e138ada3540c0fec18a0583a0aff0f9d9b6d887c
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
2952d7a123 pinned now2026-11-15 00:20 UTC13 files · 25.3 GB

Use it

# custom terms: read the license before you download
$ fw get lmstudio-community/LFM2-24B-A2B-MLX-8bit
# manifest sha256 4f0e292c58c3… · 25.3 GB · 13 files
$ fw verify ./LFM2-24B-A2B-MLX-8bit lmstudio-community/LFM2-24B-A2B-MLX-8bit
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-8bit.json --dir ./LFM2-24B-A2B-MLX-8bit $ python3 fw.py verify ./LFM2-24B-A2B-MLX-8bit ./lmstudio-community__LFM2-24B-A2B-MLX-8bit.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-8bit --revision 2952d7a123e47c3755922d870b363cf88ce474bf --local-dir ./LFM2-24B-A2B-MLX-8bit
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-8bit", revision="2952d7a123e47c3755922d870b363cf88ce474bf") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/LFM2-24B-A2B-MLX-8bit", revision="2952d7a123e47c3755922d870b363cf88ce474bf", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/LFM2-24B-A2B-MLX-8bit --revision 2952d7a123e47c3755922d870b363cf88ce474bf
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
0f3c4fc05983784022180fd2cbca4a4c8d1d6e796d16ae527385f2c54caca5ee
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-8bitDate: 2026-11-15Commit: 2952d7aSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/LFM2-24B-A2B-MLX-8bit
Pinned commit
2952d7a123e47c3755922d870b363cf88ce474bf
Manifest
LFM2-24B-A2B-MLX-8bit.json · .minisig
Manifest sha256
4f0e292c58c3b4123e035f11a610b2861407c5ba6d4edab71af0a0a31512029e
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-8bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/LFM2-24B-A2B-MLX-8bit.json.minisig $ minisign -Vm LFM2-24B-A2B-MLX-8bit.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-8bit
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-8bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/LFM2-24B-A2B-MLX-8bit

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