alt.freeweights.vision / vllm-d3-nano-GGUF

From:

ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.visionSubject:

vllm-d3-nano-GGUF

Date: 2026-11-15Commit: f2256dfSigned: 2DC28CC7B26A283B ✓

Image text to text model. Gguf weights, 8.38 GB in all. Published by ggml-org under Apache-2.0.

vision

8.38GBvllm-d3-nano-GGUFggufpermissive

FactsParamsnot statedSize8.38 GBFormatsggufTaskimage text to textLicenseApache-2.0From sourcepermissive

$ fw get ggml-org/vllm-d3-nano-GGUF
# manifest sha256 dd3c3ab48203… · 8.38 GB · 8 files
$ fw verify ./vllm-d3-nano-GGUF ggml-org/vllm-d3-nano-GGUF

From sourceHosted (signed)ggml-org/vllm-d3-nano-GGUFLast check: 2026-11-15 04:44 UTC

Run at home Get help

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

Quantized of d3-nano.

Works with

Run13 Convert1 Evaluate13 Scan12 Apps62

Runs with

Ranked by fit to this model (gguf), then by GitHub stars.

Text Generation WebUI mistral.rs

Ollama

llama.cpp LocalAI

BitNet llamafile KoboldCpp PocketPal AI llama-swap ik_llama.cpp RamaLama

Show all 13

Maid

Convert with

ggml

Evaluate with

Opik DeepEval Ragas lm-evaluation-harness OpenCompass SWE-bench

simple-evals TruLens HELM

LightEval

Evaluate Weave

Show all 13

Autoevals

Scan with

promptfoo garak Guardrails NeMo Guardrails Giskard DeepTeam AI Fairness 360 Fairlearn Detoxify MCP Scanner AgentDojo ModelScan

Overview Model card Files Use it License Provenance Model tree

Overview

Size: 8.38 GB
Weights: 2.55 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-nano

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

Badge	Host	Last check	Result
From source	huggingface.co	2026-11-15 04:44 UTC	passed

Model card

From the publisher at commit f2256df. Shown as plain text with links; images open at the publisher.

vllm-d3-nano#

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

Or from the terminal:

llama serve -hf ggml-org/vllm-d3-nano-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#

https://huggingface.co/vllm-sr/d3-nano

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

Files

8 files · 8.38 GBWeights 2.55 GB (smallest of 2 GGUF variants). Sizes and sha256 from the signed manifest.

Hide all 8 files with their sha256

File	Size	sha256
.gitattributes	1.77 KB	e67e0c99ea4788fde2da57e850f38e773adfeb8b367f04d1f80853fcd448e4fe
.src_sha	49 B	c5610fbde988f5d26831a6606471a62b2d31e7c3c7112453bbdecad6754d968f
README.md	546 B	addbae9b023d58a0b01c8be3af9669bc32a3817c36dd1d8e1b7cdf072f57bbc9
convert.log	153 KB	7dda46d37ff81daf4a50f5cd12d03aa4825c0bbffb4d0b2be050da8d3c9ac1a7
mmproj-vllm-d3-nano-BF16.gguf	671 MB	1d06d8b0f828f3b895372bd2745480ed25bfb3920309a5597c460ce32d965ebf
mmproj-vllm-d3-nano-Q8_0.gguf	365 MB	b778993a051d604757dda94a554ba870bf6e685909c44e7399d71ffb73e0e58f
vllm-d3-nano-BF16.gguf	4.79 GB	f76dcc0834b5ca79bf877e0443ab53cf4f029a18334fa0bff15c014234893329
vllm-d3-nano-Q8_0.gguf	2.55 GB	a4d7563d9622a4c34cc7276a3381c3e27a25bbf8d4c0f5ee2f1404fc89ce2ab9

VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.

Upstream commit	Date	Contents
f2256dfaff pinned now	2026-11-15 04:44 UTC	8 files · 8.38 GB

Use it

$ fw get ggml-org/vllm-d3-nano-GGUF
# manifest sha256 dd3c3ab48203… · 8.38 GB · 8 files
$ fw verify ./vllm-d3-nano-GGUF ggml-org/vllm-d3-nano-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-nano-GGUF.json --dir ./vllm-d3-nano-GGUF
$ python3 fw.py verify ./vllm-d3-nano-GGUF ./ggml-org__vllm-d3-nano-GGUF.json

hfThe Hugging Face CLI with one setting. Same repo id.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/vllm-d3-nano-GGUF --revision f2256dfaff5b8337e8bf67ca064aeef18ee14a79 --local-dir ./vllm-d3-nano-GGUF

llama.cppDownload one GGUF variant (vllm-d3-nano-Q8_0, 2.55 GB), then serve it.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/vllm-d3-nano-GGUF --include "vllm-d3-nano-Q8_0*" --local-dir ./vllm-d3-nano-GGUF
$ llama-server -m ./vllm-d3-nano-GGUF/vllm-d3-nano-Q8_0.gguf

OllamaMake an Ollama model from the downloaded file.

$ printf 'FROM ./vllm-d3-nano-GGUF/vllm-d3-nano-Q8_0.gguf\n' > Modelfile
$ ollama create vllm-d3-nano-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: addbae9b023d58a0b01c8be3af9669bc32a3817c36dd1d8e1b7cdf072f57bbc9
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-nano-GGUFDate: 2026-11-15Commit: f2256dfSigned: 2DC28CC7B26A283B ✓

Upstream: ggml-org/vllm-d3-nano-GGUF
Pinned commit: f2256dfaff5b8337e8bf67ca064aeef18ee14a79
Manifest: vllm-d3-nano-GGUF.json · .minisig
Manifest sha256: dd3c3ab482032e071026e9b77c6fd19d89ca4423d873699ba4cb7864e7895c8f
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 04:44 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/ggml-org/vllm-d3-nano-GGUF.json
$ curl -O https://freeweights.allternit.com/manifests/ggml-org/vllm-d3-nano-GGUF.json.minisig
$ minisign -Vm vllm-d3-nano-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-nano · 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-nano-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-nano-GGUF.json. Provenance. Takedown history: none.

Source

huggingface.co/ggml-org/vllm-d3-nano-GGUF

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