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alt.freeweights.text / villa-x
From: microsoft <huggingface.co/microsoft>Newsgroups: alt.freeweights.textSubject:

villa-x

Date: 2026-11-15Commit: 5dd493cSigned: 2DC28CC7B26A283B ✓

Robotics model. Safetensors weights, 956 MB in all. Published by microsoft under MIT.

text956MBvilla-xsafetensorspermissive
FactsParamsnot statedSize956 MBFormatssafetensorsTaskroboticsLicenseMITFrom sourcepermissive
$ fw get microsoft/villa-x
# manifest sha256 cd41e98b0f6c… · 956 MB · 5 files
$ fw verify ./villa-x microsoft/villa-x
From sourceHosted (signed)microsoft/villa-xLast check: 2026-11-15 04:32 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
956 MB
Weights
955 MB (safetensors)
Parameters
not stated
Formats
safetensors
Task
robotics
License
MIT (permissive)
Files
5, each with a sha256
Publisher
microsoft
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 04:32 UTCpassed

Model card

From the publisher at commit 5dd493c. Shown as plain text with links; images open at the publisher.

Image: image

villa-X: A Vision-Language-Latent-Action Model#

arXiv &ensp; Project &ensp; Code

How to use#

Check out https://github.com/microsoft/villa-x/

Files

5 files · 956 MBWeights 955 MB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 5 files with their sha256
FileSizesha256
.gitattributes1.58 KBf0c16f31b66792d0435deeb1538ddd26242e08341a2565056fb7a1cec2c078ea
README.md712 B0bcbc22e6e0b30cf840b2d66322d2e3db8d50dc66568e65ff782b184792cb699
lam/model.safetensors955 MB696ef81e52d82e99634009573bc6fa22ec06b99454a71e72719526764b50326b
lam/model_config.json890 B96007d70e4a339afbe667a2c3e2d35717936704032286c07145d826df9feced6
villa-x-transparent.png1.31 MBa5ccb9484ff74f34d14f040370830e9737c443477feceadd9dacb98687cd7a90
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
5dd493c2d3 pinned now2026-11-15 04:32 UTC5 files · 956 MB

Use it

$ fw get microsoft/villa-x
# manifest sha256 cd41e98b0f6c… · 956 MB · 5 files
$ fw verify ./villa-x microsoft/villa-x
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/microsoft/villa-x.json --dir ./villa-x $ python3 fw.py verify ./villa-x ./microsoft__villa-x.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download microsoft/villa-x --revision 5dd493c2d376264a39b9399e6a6939b21bb56e60 --local-dir ./villa-x
Run at home

License

Name
MIT License
Id
MIT
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
0bcbc22e6e0b30cf840b2d66322d2e3db8d50dc66568e65ff782b184792cb699
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: microsoft <huggingface.co/microsoft>Newsgroups: alt.freeweights.textSubject: villa-xDate: 2026-11-15Commit: 5dd493cSigned: 2DC28CC7B26A283B ✓
Upstream
microsoft/villa-x
Pinned commit
5dd493c2d376264a39b9399e6a6939b21bb56e60
Manifest
villa-x.json · .minisig
Manifest sha256
cd41e98b0f6cb6bb3522292b68e3fff4b697b2ebf0176d5936371edad9b1835e
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:32 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/microsoft/villa-x.json $ curl -O https://freeweights.allternit.com/manifests/microsoft/villa-x.json.minisig $ minisign -Vm villa-x.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 microsoft/villa-x
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. villa-x.json. Provenance. Takedown history: none.
Source
huggingface.co/microsoft/villa-x

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