alt.freeweights.vision / vllm-d3-lite-GGUF
From: ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.visionSubject:

vllm-d3-lite-GGUF

Date: 2026-11-15Commit: 0d54413Signed: 2DC28CC7B26A283B ✓

Image text to text model. Gguf weights, 3.43 GB in all. Published by ggml-org under Apache-2.0.

vision3.43GBvllm-d3-lite-GGUFggufpermissive
FactsParamsnot statedSize3.43 GBFormatsggufTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get ggml-org/vllm-d3-lite-GGUF
# manifest sha256 3c3e40ed072f… · 3.43 GB · 8 files
$ fw verify ./vllm-d3-lite-GGUF ggml-org/vllm-d3-lite-GGUF
From sourceHosted (signed)ggml-org/vllm-d3-lite-GGUFLast check: 2026-11-15 04:43 UTC

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

Quantized of d3-lite.

Works with

Convert with

Overview

Size
3.43 GB
Weights
1.08 GB (smallest of 2 GGUF variants)
Parameters
not stated
Formats
gguf
Task
image text to text
License
Apache-2.0 (permissive)
Files
8, each with a sha256
Publisher
ggml-org
Added
2026-11-15
Section
alt.freeweights.vision
Lineage

Original release from the publisher.

Base model: vllm-sr/d3-lite

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 04:43 UTCpassed

Model card

From the publisher at commit 0d54413. Shown as plain text with links; images open at the publisher.

vllm-d3-lite#

Run it in the Llama app: https://llama.app

Or from the terminal:

llama serve -hf ggml-org/vllm-d3-lite-GGUF

This is a decision model, to be used via /v1/systemone API. See https://github.com/ggml-org/llama.cpp/pull/30383

Source models#

Important. This model is automatically converted using https://github.com/ggml-org/convert

Files

8 files · 3.43 GBWeights 1.08 GB (smallest of 2 GGUF variants). Sizes and sha256 from the signed manifest.
Hide all 8 files with their sha256
FileSizesha256
.gitattributes1.77 KBc4b1b1c5e95386633faa3e5f87b3675534286ae43e6885a6f0d86b73811273dc
.src_sha49 B333bfc399604538650b6d84b041ef839948c0db48389af9e9c06857f33f8fa69
README.md546 B11726e9bfb287914718096f7d89c8ac20720373742815881c1172c59ae6949c8
convert.log125 KB6308453f98d55565b3d6f6c5e0283a1a23219368125839cb396c3e613d481785
mmproj-vllm-d3-lite-BF16.gguf207 MB1a750c808cd04f6fbc8955940af584fa98f13ab4a8e442596cbc43acca6fec2b
mmproj-vllm-d3-lite-Q8_0.gguf116 MB40d3a061297657928dcb6ddc055f175bde582c3696483c1b70fc08c35b087255
vllm-d3-lite-BF16.gguf2.03 GB79f3503528dd87a24e9844851bd1df52cb80983a91d3046b1297d7e4fb4901b5
vllm-d3-lite-Q8_0.gguf1.08 GB14e1d3ad398bdc245b5afe42e4e2a90e12b17fac699d3ab28c3b7632aaacc827
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
0d544132bc pinned now2026-11-15 04:43 UTC8 files · 3.43 GB

Use it

$ fw get ggml-org/vllm-d3-lite-GGUF
# manifest sha256 3c3e40ed072f… · 3.43 GB · 8 files
$ fw verify ./vllm-d3-lite-GGUF ggml-org/vllm-d3-lite-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/vllm-d3-lite-GGUF.json --dir ./vllm-d3-lite-GGUF $ python3 fw.py verify ./vllm-d3-lite-GGUF ./ggml-org__vllm-d3-lite-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/vllm-d3-lite-GGUF --revision 0d544132bc35075d6346013f56454ea6dc19e640 --local-dir ./vllm-d3-lite-GGUF
llama.cppDownload one GGUF variant (vllm-d3-lite-Q8_0, 1.08 GB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/vllm-d3-lite-GGUF --include "vllm-d3-lite-Q8_0*" --local-dir ./vllm-d3-lite-GGUF $ llama-server -m ./vllm-d3-lite-GGUF/vllm-d3-lite-Q8_0.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./vllm-d3-lite-GGUF/vllm-d3-lite-Q8_0.gguf\n' > Modelfile $ ollama create vllm-d3-lite-gguf -f Modelfile

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
11726e9bfb287914718096f7d89c8ac20720373742815881c1172c59ae6949c8
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: vllm-d3-lite-GGUFDate: 2026-11-15Commit: 0d54413Signed: 2DC28CC7B26A283B ✓
Upstream
ggml-org/vllm-d3-lite-GGUF
Pinned commit
0d544132bc35075d6346013f56454ea6dc19e640
Manifest
vllm-d3-lite-GGUF.json · .minisig
Manifest sha256
3c3e40ed072f1223d17b33f3e3197a91cff4bd27e4578891a7bc120eda1b687b
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:43 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/ggml-org/vllm-d3-lite-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/ggml-org/vllm-d3-lite-GGUF.json.minisig $ minisign -Vm vllm-d3-lite-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

vllm-sr/d3-lite · 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/vllm-d3-lite-GGUF
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. vllm-d3-lite-GGUF.json. Provenance. Takedown history: none.
From: dima806 <huggingface.co/dima806>Subject: ai_vs_real_image_detection
From: legekka <huggingface.co/legekka>Subject: AI-Anime-Image-Detector-ViT
From: onnx-community <huggingface.co/onnx-community>Subject: AI-Anime-Image-Detector-ViT-ONNX
From: AICodexLab <huggingface.co/AICodexLab>Subject: answerdotai-ModernBERT-base-ai-detector
From: onnx-community <huggingface.co/onnx-community>Subject: answerdotai-ModernBERT-base-ai-detector-ONNX
From: onnx-community <huggingface.co/onnx-community>Subject: bart-large-cnn-ONNX