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

From:

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

vllm-d3-flash-GGUF

Date: 2026-11-15Commit: 1307737Signed: 2DC28CC7B26A283B ✓

Image text to text model. Gguf weights, 35.6 GB in all. Published by ggml-org under Apache-2.0.

vision

35.6GBvllm-d3-flash-GGUFggufpermissive

FactsParamsnot statedSize35.6 GBFormatsggufTaskimage text to textLicenseApache-2.0From sourcepermissive

$ fw get ggml-org/vllm-d3-flash-GGUF
# manifest sha256 9f66a330c7a3… · 35.6 GB · 9 files
$ fw verify ./vllm-d3-flash-GGUF ggml-org/vllm-d3-flash-GGUF

From sourceHosted (signed)ggml-org/vllm-d3-flash-GGUFLast check: 2026-11-15 04:42 UTC

Run at home Get help

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

Quantized of d3-flash.

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: 35.6 GB
Weights: 6.60 GB (smallest of 3 GGUF variants)
Parameters: not stated
Formats: gguf
Task: image text to text
License: Apache-2.0 (permissive)
Files: 9, 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-flash

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 04:42 UTC	passed

Model card

From the publisher at commit 1307737. Shown as plain text with links; images open at the publisher.

vllm-d3-flash#

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

Or from the terminal:

llama serve -hf ggml-org/vllm-d3-flash-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-flash

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

Files

9 files · 35.6 GBWeights 6.60 GB (smallest of 3 GGUF variants). Sizes and sha256 from the signed manifest.

Hide all 9 files with their sha256

File	Size	sha256
.gitattributes	1.83 KB	9be0fc0ba8bc6f5be3c4e8650c538cc83b0d202910f1a77920653fbaa76d18b6
.src_sha	49 B	e8737ccae2155a9a2778720c02fe3aace83f0420cf3418c747c3204c3fee1339
README.md	550 B	7ba338e9904a8669853e289ff15b85074b12222aa9c996155f38a48ccda7f133
convert.log	273 KB	f01a1021db1a3df9415e4f863bde378ce34622d30907500d894b0574b82b1e48
mmproj-vllm-d3-flash-BF16.gguf	922 MB	a01bb68a801a0d793fd4b510feb237d247eff60557f807fe84f1c3196c473947
mmproj-vllm-d3-flash-Q8_0.gguf	624 MB	0291125ad889adb09a0097cc7ba081ce2cfbd2eaf4f253160559da14de93e14c
vllm-d3-flash-BF16.gguf	17.9 GB	21fc8dbd2cb3ed85115f461d8342ec11050bc2854a07345f9163b9edaec1e313
vllm-d3-flash-Q4_K_M.gguf	6.60 GB	b8753da41b5170a884528940e4403d1a6bdef78de674f11b22358aeceea7750f
vllm-d3-flash-Q8_0.gguf	9.53 GB	c973672171ed0eec5fdc5928e13004368331cca7b61cc2f0f7e8734bfbd10ba7

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

Upstream commit	Date	Contents
1307737011 pinned now	2026-11-15 04:42 UTC	9 files · 35.6 GB

Use it

$ fw get ggml-org/vllm-d3-flash-GGUF
# manifest sha256 9f66a330c7a3… · 35.6 GB · 9 files
$ fw verify ./vllm-d3-flash-GGUF ggml-org/vllm-d3-flash-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-flash-GGUF.json --dir ./vllm-d3-flash-GGUF
$ python3 fw.py verify ./vllm-d3-flash-GGUF ./ggml-org__vllm-d3-flash-GGUF.json

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

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/vllm-d3-flash-GGUF --revision 1307737011b75c2d1f389243484296d9d6c54a4f --local-dir ./vllm-d3-flash-GGUF

llama.cppDownload one GGUF variant (vllm-d3-flash-Q4_K_M, 6.60 GB), then serve it.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/vllm-d3-flash-GGUF --include "vllm-d3-flash-Q4_K_M*" --local-dir ./vllm-d3-flash-GGUF
$ llama-server -m ./vllm-d3-flash-GGUF/vllm-d3-flash-Q4_K_M.gguf

OllamaMake an Ollama model from the downloaded file.

$ printf 'FROM ./vllm-d3-flash-GGUF/vllm-d3-flash-Q4_K_M.gguf\n' > Modelfile
$ ollama create vllm-d3-flash-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: 7ba338e9904a8669853e289ff15b85074b12222aa9c996155f38a48ccda7f133
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-flash-GGUFDate: 2026-11-15Commit: 1307737Signed: 2DC28CC7B26A283B ✓

Upstream: ggml-org/vllm-d3-flash-GGUF
Pinned commit: 1307737011b75c2d1f389243484296d9d6c54a4f
Manifest: vllm-d3-flash-GGUF.json · .minisig
Manifest sha256: 9f66a330c7a3c63ab9a70413c3da7657d869d375305fa3fb2058467b90653525
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 04:42 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

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

Source

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

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