CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.text / map-anything-apache
From: facebook <huggingface.co/facebook>Newsgroups: alt.freeweights.textSubject:

map-anything-apache

Date: 2026-11-15Commit: 00f9c24Signed: 2DC28CC7B26A283B ✓

Image to 3d model with 1.2B parameters. Safetensors weights, 4.91 GB in all. Published by facebook under Apache-2.0.

1.2B params4.91GBmap-anything-apachesafetensorspermissive
FactsParams1.2BSize4.91 GBFormatssafetensorsTaskimage to 3dLicenseApache-2.0From sourcepermissive
$ fw get facebook/map-anything-apache
# manifest sha256 b6f3a2c217fa… · 4.91 GB · 4 files
$ fw verify ./map-anything-apache facebook/map-anything-apache
From sourceHosted (signed)facebook/map-anything-apacheLast check: 2026-11-15 02:29 UTC
Run at homeGet help

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

Runs withBentoMLCTranslate2ExLlamaV2LitServeLocalAItinygradTransformersTriton Inference ServerFine-tune withAccelerateDeepSpeedJAXKerasPyTorch Lightningsd-scriptsSimpleTunerConvert withCore ML ToolsExecuTorchOliveONNXOptimum QuantoOptimumsafetensorstorchaoScan withModelScanpicklescan
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
4.91 GB
Weights
4.91 GB (safetensors)
Parameters
1.2B
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 02:29 UTCpassed

Model card

From the publisher at commit 00f9c24. 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. Latest release on Jan 20th 2026.

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 · 4.91 GBWeights 4.91 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 4 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md1.37 KB1481978d474172ee1acac213eddaf3572e54dba369190d898c8578f26097f1d2
config.json5.78 KB65701d09d99ed37a21d295f0d138978b3d584ab3bccdbcb4a2853da212b676c5
model.safetensors4.91 GBfa06c0fdccefc5048e072c85935d5789b1e36b307f3859033c17f9dcb9fd5201
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
00f9c245bb pinned now2026-11-15 02:29 UTC4 files · 4.91 GB

Use it

$ fw get facebook/map-anything-apache
# manifest sha256 b6f3a2c217fa… · 4.91 GB · 4 files
$ fw verify ./map-anything-apache facebook/map-anything-apache
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.json --dir ./map-anything-apache $ python3 fw.py verify ./map-anything-apache ./facebook__map-anything-apache.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download facebook/map-anything-apache --revision 00f9c245bbcb60522d1ed7f9e9d88462c6e3f38a --local-dir ./map-anything-apache
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
1481978d474172ee1acac213eddaf3572e54dba369190d898c8578f26097f1d2
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-apacheDate: 2026-11-15Commit: 00f9c24Signed: 2DC28CC7B26A283B ✓
Upstream
facebook/map-anything-apache
Pinned commit
00f9c245bbcb60522d1ed7f9e9d88462c6e3f38a
Manifest
map-anything-apache.json · .minisig
Manifest sha256
b6f3a2c217fa7697c515840f4eb6677e4e8e5dca7046d09f54da1e26f5325f43
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 02:29 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/facebook/map-anything-apache.json $ curl -O https://freeweights.allternit.com/manifests/facebook/map-anything-apache.json.minisig $ minisign -Vm map-anything-apache.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
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.json. Provenance. Takedown history: none.
Source
huggingface.co/facebook/map-anything-apache

Related models

All of alt.freeweights.text →
From: laion <huggingface.co/laion>Subject: a2-rl-e2egit_large-50-32B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_e2egit-large-15-8B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_e2egit-v2-10-8B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_pymethods2test-large-80-8B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_unitsyn-python-large-10-8B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_mix_h2_language_proportional-65-8B