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alt.freeweights.vision / LightOnOCR-1B-1025-GGUF
From: ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.visionSubject:

LightOnOCR-1B-1025-GGUF

Date: 2026-11-15Commit: f3cadffSigned: 2DC28CC7B26A283B ✓

Model. Gguf weights, 1.24 GB in all. Published by ggml-org under Apache-2.0.

vision1.24GBLightOnOCR-1B-1025-GGUFggufpermissive
FactsParamsnot statedSize1.24 GBFormatsggufTasknot taggedLicenseApache-2.0From sourcepermissive
$ fw get ggml-org/LightOnOCR-1B-1025-GGUF
# manifest sha256 84091314ae8c… · 1.24 GB · 4 files
$ fw verify ./LightOnOCR-1B-1025-GGUF ggml-org/LightOnOCR-1B-1025-GGUF
From sourceHosted (signed)ggml-org/LightOnOCR-1B-1025-GGUFLast check: 2026-11-15 05:16 UTC
Run at homeGet help

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

Quantized of LightOnOCR-1B-1025.

Works with

Run11Convert1Scan1

Convert with

ggml

Scan with

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OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
1.24 GB
Weights
805 MB (GGUF)
Parameters
not stated
Formats
gguf
Task
not tagged
License
Apache-2.0 (permissive)
Files
4, each with a sha256
Publisher
ggml-org
Added
2026-11-15
Section
alt.freeweights.vision
Lineage

Original release from the publisher.

Base model: lightonai/LightOnOCR-1B-1025

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 05:16 UTCpassed

Model card

From the publisher at commit f3cadff. Shown as plain text with links; images open at the publisher.

LightOnOCR-1B-1025-GGUF#

Original model: https://huggingface.co/lightonai/LightOnOCR-1B-1025

Related PR: https://github.com/ggml-org/llama.cpp/pull/16764

Files

4 files · 1.24 GBWeights 805 MB (GGUF). Sizes and sha256 from the signed manifest.
Hide all 4 files with their sha256
FileSizesha256
.gitattributes1.66 KB56251fbacea311193631858752069033ab58617b3d16a19cfd0ef1fd54c53fc6
LightOnOCR-1B-1025-Q8_0.gguf805 MB044e4f7c8d1d3c1e377246a35cc0a84ec2529719720140c3c3ec33cf2f045da9
README.md227 Bb9d76520a772b9b8c2c648e7d533683060c6542818d7b49f6e3f7cfd0b8ffbaf
mmproj-LightOnOCR-1B-1025-Q8_0.gguf437 MBa8424b09cbef8284e37575ceaa2d65b50ce7dd242f015c19ae6c2d0de5c41ca5
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
f3cadff109 pinned now2026-11-15 05:16 UTC4 files · 1.24 GB

Use it

$ fw get ggml-org/LightOnOCR-1B-1025-GGUF
# manifest sha256 84091314ae8c… · 1.24 GB · 4 files
$ fw verify ./LightOnOCR-1B-1025-GGUF ggml-org/LightOnOCR-1B-1025-GGUF
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/ggml-org/LightOnOCR-1B-1025-GGUF.json --dir ./LightOnOCR-1B-1025-GGUF $ python3 fw.py verify ./LightOnOCR-1B-1025-GGUF ./ggml-org__LightOnOCR-1B-1025-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/LightOnOCR-1B-1025-GGUF --revision f3cadff109cc6ccc50cfc3cd9f3a1425034d274d --local-dir ./LightOnOCR-1B-1025-GGUF
llama.cppDownload one GGUF variant (LightOnOCR-1B-1025-Q8_0, 805 MB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/LightOnOCR-1B-1025-GGUF --include "LightOnOCR-1B-1025-Q8_0*" --local-dir ./LightOnOCR-1B-1025-GGUF $ llama-server -m ./LightOnOCR-1B-1025-GGUF/LightOnOCR-1B-1025-Q8_0.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./LightOnOCR-1B-1025-GGUF/LightOnOCR-1B-1025-Q8_0.gguf\n' > Modelfile $ ollama create lightonocr-1b-1025-gguf -f Modelfile
Run at home

License

Name
Apache License 2.0
Id
Apache-2.0
Class
Permissive
Redistribution
yes
Listing
Hosted (signed)
Decided
License as declared by the publisher. No person read it. 2026-11-15
Text in
README.md
Text sha256
b9d76520a772b9b8c2c648e7d533683060c6542818d7b49f6e3f7cfd0b8ffbaf
Terms gate
No extra terms beyond 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.visionSubject: LightOnOCR-1B-1025-GGUFDate: 2026-11-15Commit: f3cadffSigned: 2DC28CC7B26A283B ✓
Upstream
ggml-org/LightOnOCR-1B-1025-GGUF
Pinned commit
f3cadff109cc6ccc50cfc3cd9f3a1425034d274d
Manifest
LightOnOCR-1B-1025-GGUF.json · .minisig
Manifest sha256
84091314ae8c2e49479037277675fa01c9733462d445323bcf2ff3c40825abfa
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:16 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/ggml-org/LightOnOCR-1B-1025-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/ggml-org/LightOnOCR-1B-1025-GGUF.json.minisig $ minisign -Vm LightOnOCR-1B-1025-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

lightonai/LightOnOCR-1B-1025 · this model is a quantization of it

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

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/LightOnOCR-1B-1025-GGUF
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. LightOnOCR-1B-1025-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/ggml-org/LightOnOCR-1B-1025-GGUF

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