LocateAnything

LocateAnything is a vision-language model that grounds free-form descriptions in an image. BOAT ships it as GGUF quantizations for Metal, from a 3 GB Q4 build up to full BF16 weights. Its weights are licensed for non-commercial research use.

Object DetectionCrowd CountingNVIDIACustom license
Recommended6/10
VRAM3–7.7 GBweights, plus ~0.5 GB reserve
Tools2across 2 annotation types
Runs onmacOS1 of 4 runtime profiles

Install

boat model install locate-anything

Without a tag BOAT installs locate-anything:3b-Q4_K_M. Tags install side by side, so you can keep several.Download: 3 GB of weights.

You will be asked to accept the model's license on first install. Add --accept-license to accept it non-interactively. Read the terms

Tools

What LocateAnything adds to the annotation editor. Each example loops what you do and what comes back.

Text to Boxes example on object detection

Text to Boxes

Text promptBounding boxes

Object Detection

Type a class name such as “car” and press Enter. BOAT previews every matching bounding box before you apply them.

  • Pick candidates
Text to Points example on crowd counting

Text to Points

Text promptPoints

Crowd Counting

Type a class name such as “bird” and press Enter. BOAT previews every matching points before you apply them.

  • Preview, then apply

Tags

Each tag is an installable variant, such as a size or quantization, with its own weights.

TagWeightsPlatformsInstall
locate-anything:3b-Q4_K_Mdefault3 GB · 2 filesmacOS
locate-anything:3b-Q5_K_M3.3 GB · 2 filesmacOS
locate-anything:3b-Q6_K3.7 GB · 2 filesmacOS
locate-anything:3b-Q8_04.5 GB · 2 filesmacOS
locate-anything:3b-BF167.7 GB · 2 filesmacOS

Platforms

BOAT picks the runtime profile that matches your machine. Only that profile's code is downloaded.

macOS · Metal

Apple silicon (MPS)

Python 3.11 · 3.6 MB

Linux · CUDA 12.8

NVIDIA, incl. Blackwell

Not supported

Linux · CUDA 12.6

NVIDIA GPUs

Not supported

Linux · CPU

x86_64 CPU

Not supported

License

BOAT's adapter code is Apache-2.0. The model's own code and weights keep their upstream license:Custom.

License terms shown at install

LocateAnything is provided using NVIDIA’s LocateAnything-3B model under the NVIDIA License.

By continuing, you acknowledge and agree that:

- LocateAnything may be used or intended for use only non-commercially, for research or evaluation purposes.

- Commercial use is not permitted, except by NVIDIA Corporation and its affiliates.

- If you redistribute the model or derivative works, you must do so under the NVIDIA License, include a complete copy of the license, and retain all copyright, patent, trademark, and attribution notices.

- Any derivative works must preserve the same non-commercial use limitation.

- The model is provided “as is” without warranties, and you assume all risks associated with its use.

- Third-party components included with the model may be subject to additional licenses.

Bundled license files: BOAT-MIT.txt, LLAMA-CPP-MIT.txt, NOTICE.md, NVIDIA-LICENSE.txt, llama-cpp-third-party/LICENSE-jsonhpp, llama-cpp-third-party/cpp-httplib-LICENSE, llama-cpp-third-party/hash-rotate-bits-LICENSE.md, llama-cpp-third-party/hash-sha256-LICENSE, llama-cpp-third-party/hash-xxhash-LICENSE, llama-cpp-third-party/miniaudio-LICENSE.txt, llama-cpp-third-party/sheredom-LICENSE.txt, llama-cpp-third-party/stb-LICENSE.txt

Package details

Package
locate-anything
Version
0.0.1
Type
Common model
BOAT Core
≥ 0.1.0 · < 1.0.0
Idle unload
300s (change with boat model setup)
Inference timeout
600s
Manifest SHA-256
3a5c6cb9ac01fc88d935e2395cde244dea0dc3adbc9bd1106f092c646af421f7
Upstream notice
# LocateAnything 0.0.1

- Model: NVIDIA LocateAnything-3B, converted to GGUF by yuuko-eth.
  https://huggingface.co/yuuko-eth/LocateAnything-3B-GGUF
  Revision: c3260717380c24cd2fc11f66c43e2feeec3e32fe.
  NVIDIA's non-commercial research license is in NVIDIA-LICENSE.txt.
  Retain all upstream notices when redistributing weights.
- llama.cpp / mtmd-grounders: https://github.com/yuuko-eth/llama.cpp
  Revision: 8c1921616abbbbac17493c0d60ae2a73edf7f761.
  MIT license in LLAMA-CPP-MIT.txt; bundled dependency notices in
  llama-cpp-third-party/. The bridge and build tooling are provided under MIT.
- Pillow is installed from its hash-pinned wheel, including its own license.
- Native sources are obtained only by the developer build script from the
  pinned revision. User installation uses the included native wheel offline
  after downloading the declared Python dependency and model weights.
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