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alt.freeweights.text / map-anything-apache-v1
From: facebook <huggingface.co/facebook>Newsgroups: alt.freeweights.textSubject:

map-anything-apache-v1

Date: 2026-11-15Commit: 59bcb2cSigned: 2DC28CC7B26A283B ✓

Image to 3d model with 563M parameters. Safetensors weights, 2.25 GB in all. Published by facebook under Apache-2.0.

563M params2.25GBmap-anything-apache-v1safetensorspermissive
FactsParams563MSize2.25 GBFormatssafetensorsTaskimage to 3dLicenseApache-2.0From sourcepermissive
$ fw get facebook/map-anything-apache-v1
# manifest sha256 5c0c9ce94fb9… · 2.25 GB · 4 files
$ fw verify ./map-anything-apache-v1 facebook/map-anything-apache-v1
From sourceHosted (signed)facebook/map-anything-apache-v1Last check: 2026-11-15 03:50 UTC
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Get help: custom fine-tune or private deploy. We review your setup before we quote.

Works with

Run8Fine-tune7Convert8Scan2

Runs with

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

TransformersLocalAItinygradTriton Inference ServerBentoMLCTranslate2ExLlamaV2LitServe
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
2.25 GB
Weights
2.25 GB (safetensors)
Parameters
563M
Formats
safetensors
Task
image to 3d
License
Apache-2.0 (permissive)
Files
4, each with a sha256
Publisher
facebook
Added
2026-11-15
Section
alt.freeweights.text
Lineage

Original release from the publisher.

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 03:50 UTCpassed

Model card

From the publisher at commit 59bcb2c. Shown as plain text with links; images open at the publisher.

Overview#

MapAnything is a simple, end-to-end trained transformer model that directly regresses the factored metric 3D geometry of a scene given various types of modalities as inputs. A single feed-forward model supports over 12 different 3D reconstruction tasks including multi-image sfm, multi-view stereo, monocular metric depth estimation, registration, depth completion and more.

This is the Apache 2.0 variant of the model released in September 2025, i.e., the V1 Version.

Latest Apache 2.0 model here: https://huggingface.co/facebook/map-anything-apache

Quick Start#

Please refer to our Github Repo: https://github.com/facebookresearch/map-anything

Citation#

If you find our repository useful, please consider giving it a star ⭐ and citing our paper in your work:

@inproceedings{keetha2026mapanything,
  title={{MapAnything}: Universal Feed-Forward Metric 3D Reconstruction},
  author={Keetha, Nikhil and M{\"u}ller, Norman and Sch{\"o}nberger, Johannes and Porzi, Lorenzo and Zhang, Yuchen and Fischer, Tobias and Knapitsch, Arno and Zauss, Duncan and Weber, Ethan and Antunes, Nelson and others},
  booktitle={International Conference on 3D Vision (3DV)},
  year={2026},
  organization={IEEE}
}

Files

4 files · 2.25 GBWeights 2.25 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 4 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md1.47 KBd62d954b034454bf1da9fc69a4706781884fb6ce0d93c534d10bf6de29515011
config.json5.49 KB228e07dee004100a0f1114a59d54d4b6c78f930ca4c1d4c919717770c08f8cdd
model.safetensors2.25 GBc77ba70391067e4a8e525117a2cafdfe34605130d04edd213ed429630ab82283
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
59bcb2c461 pinned now2026-11-15 03:50 UTC4 files · 2.25 GB

Use it

$ fw get facebook/map-anything-apache-v1
# manifest sha256 5c0c9ce94fb9… · 2.25 GB · 4 files
$ fw verify ./map-anything-apache-v1 facebook/map-anything-apache-v1
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/facebook/map-anything-apache-v1.json --dir ./map-anything-apache-v1 $ python3 fw.py verify ./map-anything-apache-v1 ./facebook__map-anything-apache-v1.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download facebook/map-anything-apache-v1 --revision 59bcb2c461d5439939f91e5608877db5c58363eb --local-dir ./map-anything-apache-v1
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
d62d954b034454bf1da9fc69a4706781884fb6ce0d93c534d10bf6de29515011
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: facebook <huggingface.co/facebook>Newsgroups: alt.freeweights.textSubject: map-anything-apache-v1Date: 2026-11-15Commit: 59bcb2cSigned: 2DC28CC7B26A283B ✓
Upstream
facebook/map-anything-apache-v1
Pinned commit
59bcb2c461d5439939f91e5608877db5c58363eb
Manifest
map-anything-apache-v1.json · .minisig
Manifest sha256
5c0c9ce94fb90447e5f24146c2a8d864a477fad3cad411cee9096a2fb8ff55de
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 03:50 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/facebook/map-anything-apache-v1.json $ curl -O https://freeweights.allternit.com/manifests/facebook/map-anything-apache-v1.json.minisig $ minisign -Vm map-anything-apache-v1.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

No related models in this catalog.Nothing here lists this model as its parent, and it names no parent.
Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download facebook/map-anything-apache-v1
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. map-anything-apache-v1.json. Provenance. Takedown history: none.
Source
huggingface.co/facebook/map-anything-apache-v1

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