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Open-weight model · Object detection

locate-anything.cpp-gguf

by Mudler mudler/locate-anything.cpp-gguf

GGUF builds of nvidia/LocateAnything-3B for locate-anything.cpp - a C++/ggml inference engine for open-vocabulary detection / visual grounding, no Python at inference time. Brought to you by the LocalAI team.

Parameters
Context
Weights30.7 GB
Licenseother
AccessOpen weights
Monthly Downloads410.1k

Model Card

GGUF builds of nvidia/LocateAnything-3B for locate-anything.cpp - a C++/ggml inference engine for open-vocabulary detection / visual grounding, no Python at inference time. Brought to you by the LocalAI team. The detections are the same as the official PyTorch implementation (the engine is parity-gated against it), and it runs faster - on CPU and GPU. The full-precision f32 GGUF (~15 GB) is reproducible from the HF weights with scripts/convertlocateanythingtogguf.py in the repo. Same detections as the official model, faster. Full methodology, the warm/median setup, parity checks, and more images are in the repo's Slow-mode inference on the 448 fixture; vs official divides the official…

Excerpt from the card by Mudler, licensed other.

Identity and Version

Repository
mudler/locate-anything.cpp-gguf
Publisher
Mudler
Task
Object detection
Modality
Image
Library
gguf
Parameters
Not stated by the source
Languages
Not stated by the source
Revision
4e50db5b836dd876f5e464734ef5484cae754a52
First published
2026-06-11
Last updated
2026-06-11

Files and Weights

9 files, 30.7 GB in total. The weights are 5 files totalling 30.7 GB in gguf.

Weights5 files · 30.7 GB
Documentation1 file · 3.9 KB
Other2 files · 126.5 KB
Repository1 file · 1.8 KB
Every file
FileTypeSizeSHA-256
locate-anything-f16.ggufWeights9.2 GB 6d6259476c97
locate-anything-q4_k.ggufWeights4.7 GB 894088a00a2c
locate-anything-q5_k.ggufWeights5.1 GB 2664a5fdf221
locate-anything-q6_k.ggufWeights5.5 GB 818ba69f0dd8
locate-anything-q8_0.ggufWeights6.3 GB 0909d8a1aba5
README.mdDocumentation3.9 KB
gpu_speedup.pngOther63.0 KB
quant_tradeoff.pngOther63.5 KB
.gitattributesRepository1.8 KB

License and Download

License
other
Access
Open weights, no gate
Download size
30.7 GB
Download from Mudler

Released by Mudler through its official repository on Hugging Face. Read the license.

Built From

Memory Requirements

PrecisionWeights in memory
As published30.7 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.

Questions About locate-anything.cpp-gguf

What license is locate-anything.cpp-gguf released under?

other, as its publisher declares it. Read the license text before commercial use.

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