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alt.freeweights.lfm / LFM2-VL-450M-GGUF
From: ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.lfmSubject:

LFM2-VL-450M-GGUF

Date: 2026-11-15Commit: 0ff2ce5Signed: 2DC28CC7B26A283B ✓

Model. Gguf weights, 483 MB in all. Published by ggml-org under LFM-1.0 (custom).

lfm483MBLFM2-VL-450M-GGUFggufcustom terms
FactsParamsnot statedSize483 MBFormatsggufTasknot taggedLicenseLFM-1.0 (custom)From sourcecustom termsread terms
# custom terms: read the license before you download
$ fw get ggml-org/LFM2-VL-450M-GGUF
# manifest sha256 58094aa49701… · 483 MB · 4 files
$ fw verify ./LFM2-VL-450M-GGUF ggml-org/LFM2-VL-450M-GGUF
From sourceHosted (signed)ggml-org/LFM2-VL-450M-GGUFLast check: 2026-11-15 00:17 UTC
Run at homeGet help

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

Quantized of LFM2-VL-450M.

Works with

Run11Convert1Scan1

Convert with

ggml

Scan with

ModelScan
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
483 MB
Weights
379 MB (GGUF)
Parameters
not stated
Formats
gguf
Task
not tagged
License
LFM-1.0 (custom) (custom)
Files
4, each with a sha256
Publisher
ggml-org
Added
2026-11-15
Section
alt.freeweights.lfm
Lineage

Original release from the publisher.

Base model: LiquidAI/LFM2-VL-450M

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 00:17 UTCpassed

Model card

From the publisher at commit 0ff2ce5. Shown as plain text with links; images open at the publisher.

LFM2-VL-450M-GGUF#

It's the same model file from https://huggingface.co/LiquidAI/LFM2-VL-450M-GGUF

Duplicating the GGUF repo for testing purpose

Files

4 files · 483 MBWeights 379 MB (GGUF). Sizes and sha256 from the signed manifest.
Hide all 4 files with their sha256
FileSizesha256
.gitattributes1.64 KB1c98d3f0064c6e873cbe064aacfa3698614ef52861f213de6b696ee9ce608f92
LFM2-VL-450M-Q8_0.gguf379 MBe97704a0cf0a1d00ca604b4c672c82f4234318dba9d43a7f7a4c0d2df6747844
README.md192 B7d9e60dfa900c995b4b4a32deaa049148f137bae4ed2dd27b1f299b81d070a0e
mmproj-LFM2-VL-450M-Q8_0.gguf104 MBa6a813fae4ba3f90852a990fdd4786a017dba0e80e599a366853ba539ee2b5ef
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
0ff2ce5a67 pinned now2026-11-15 00:17 UTC4 files · 483 MB

Use it

# custom terms: read the license before you download
$ fw get ggml-org/LFM2-VL-450M-GGUF
# manifest sha256 58094aa49701… · 483 MB · 4 files
$ fw verify ./LFM2-VL-450M-GGUF ggml-org/LFM2-VL-450M-GGUF
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/ggml-org/LFM2-VL-450M-GGUF.json --dir ./LFM2-VL-450M-GGUF $ python3 fw.py verify ./LFM2-VL-450M-GGUF ./ggml-org__LFM2-VL-450M-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/LFM2-VL-450M-GGUF --revision 0ff2ce5a6710f9bf0a6de87ec91832b43fa0ac05 --local-dir ./LFM2-VL-450M-GGUF
llama.cppDownload one GGUF variant (LFM2-VL-450M-Q8_0, 379 MB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/LFM2-VL-450M-GGUF --include "LFM2-VL-450M-Q8_0*" --local-dir ./LFM2-VL-450M-GGUF $ llama-server -m ./LFM2-VL-450M-GGUF/LFM2-VL-450M-Q8_0.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./LFM2-VL-450M-GGUF/LFM2-VL-450M-Q8_0.gguf\n' > Modelfile $ ollama create lfm2-vl-450m-gguf -f Modelfile
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
Inherited from the base model LiquidAI/LFM2-VL-450M: the strictest license along the lineage applies. 2026-11-15
Text in
README.md
Text sha256
7d9e60dfa900c995b4b4a32deaa049148f137bae4ed2dd27b1f299b81d070a0e
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: ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.lfmSubject: LFM2-VL-450M-GGUFDate: 2026-11-15Commit: 0ff2ce5Signed: 2DC28CC7B26A283B ✓
Upstream
ggml-org/LFM2-VL-450M-GGUF
Pinned commit
0ff2ce5a6710f9bf0a6de87ec91832b43fa0ac05
Manifest
LFM2-VL-450M-GGUF.json · .minisig
Manifest sha256
58094aa49701419244f94d0d696bb0437d4854ab60d3e081e2031add87b29cd2
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 00:17 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/ggml-org/LFM2-VL-450M-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/ggml-org/LFM2-VL-450M-GGUF.json.minisig $ minisign -Vm LFM2-VL-450M-GGUF.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-VL-450M · 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 ggml-org/LFM2-VL-450M-GGUF
Open in Freeweights Studio

Pull, verify and run it in the Allternit app on Desktop, web or phone.

Signed manifest
minisign, key 2DC28CC7B26A283B. LFM2-VL-450M-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/ggml-org/LFM2-VL-450M-GGUF

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