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alt.freeweights.vision / vit_pe_spatial_base_patch16_512.fb
From: timm <huggingface.co/timm>Newsgroups: alt.freeweights.visionSubject:

vit_pe_spatial_base_patch16_512.fb

Date: 2026-11-15Commit: 53267ceSigned: 2DC28CC7B26A283B ✓

Image feature extraction model with 86M parameters. Safetensors weights, 692 MB in all. Published by timm under Apache-2.0.

86M params692MBvit_pe_spatial_base_patch16_512.fbsafetensorspermissive
FactsParams86MSize692 MBFormatssafetensorsTaskimage feature extractionLicenseApache-2.0From sourcepermissive
$ fw get timm/vit_pe_spatial_base_patch16_512.fb
# manifest sha256 d1c60950f0cb… · 692 MB · 5 files
$ fw verify ./vit_pe_spatial_base_patch16_512.fb timm/vit_pe_spatial_base_patch16_512.fb
From sourceHosted (signed)timm/vit_pe_spatial_base_patch16_512.fbLast check: 2026-11-15 03:21 UTC
Run at homeGet help

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
692 MB
Weights
346 MB (safetensors)
Parameters
86M
Formats
safetensors
Task
image feature extraction
License
Apache-2.0 (permissive)
Files
5, each with a sha256
Publisher
timm
Added
2026-11-15
Section
alt.freeweights.vision
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 03:21 UTCpassed

Model card

From the publisher at commit 53267ce. Shown as plain text with links; images open at the publisher.

Model card for vit_pe_spatial_base_patch16_512.fb#

Files

5 files · 692 MBWeights 346 MB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 5 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md154 B466762f3fcc16f62304e76704cc0dbe978067a21186108c5f93ec161b692365e
config.json597 Bc133883447f2606a427c3cbfbfd7c0d6061b1723dde5bf5a27be7f6f2c07f27c
model.safetensors346 MBaa56bd9f500f5c5dc3ae1daf9c600c3cd1c347baaf92047ba5ed9db2d53778ab
pytorch_model.bin346 MB48532f59e139bc44b17dcb213f87395a1da492c4135507aa57c70540be5a46b6
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
53267ce150 pinned now2026-11-15 03:21 UTC5 files · 692 MB

Use it

$ fw get timm/vit_pe_spatial_base_patch16_512.fb
# manifest sha256 d1c60950f0cb… · 692 MB · 5 files
$ fw verify ./vit_pe_spatial_base_patch16_512.fb timm/vit_pe_spatial_base_patch16_512.fb
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/timm/vit_pe_spatial_base_patch16_512.fb.json --dir ./vit_pe_spatial_base_patch16_512.fb $ python3 fw.py verify ./vit_pe_spatial_base_patch16_512.fb ./timm__vit_pe_spatial_base_patch16_512.fb.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download timm/vit_pe_spatial_base_patch16_512.fb --revision 53267ce15082ad3e246bc5b70adc6da5f9819a70 --local-dir ./vit_pe_spatial_base_patch16_512.fb
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
466762f3fcc16f62304e76704cc0dbe978067a21186108c5f93ec161b692365e
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: timm <huggingface.co/timm>Newsgroups: alt.freeweights.visionSubject: vit_pe_spatial_base_patch16_512.fbDate: 2026-11-15Commit: 53267ceSigned: 2DC28CC7B26A283B ✓
Upstream
timm/vit_pe_spatial_base_patch16_512.fb
Pinned commit
53267ce15082ad3e246bc5b70adc6da5f9819a70
Manifest
vit_pe_spatial_base_patch16_512.fb.json · .minisig
Manifest sha256
d1c60950f0cb9f79f85a9ae600557256d55926e8e223d7359c239e5af8168525
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 03:21 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/timm/vit_pe_spatial_base_patch16_512.fb.json $ curl -O https://freeweights.allternit.com/manifests/timm/vit_pe_spatial_base_patch16_512.fb.json.minisig $ minisign -Vm vit_pe_spatial_base_patch16_512.fb.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 timm/vit_pe_spatial_base_patch16_512.fb
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. vit_pe_spatial_base_patch16_512.fb.json. Provenance. Takedown history: none.
Source
huggingface.co/timm/vit_pe_spatial_base_patch16_512.fb

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