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alt.freeweights.vision / naflexvit_base_patch16_siglip.v2_webli
From: timm <huggingface.co/timm>Newsgroups: alt.freeweights.visionSubject:

naflexvit_base_patch16_siglip.v2_webli

Date: 2026-11-15Commit: 0c0b623Signed: 2DC28CC7B26A283B ✓

Image feature extraction model with 93M parameters. Safetensors weights, 744 MB in all. Published by timm under Apache-2.0.

93M params744MBnaflexvit_base_patch16_siglip.v2_weblisafetensorspermissive
FactsParams93MSize744 MBFormatssafetensorsTaskimage feature extractionLicenseApache-2.0From sourcepermissive
$ fw get timm/naflexvit_base_patch16_siglip.v2_webli
# manifest sha256 16bdc5a21790… · 744 MB · 5 files
$ fw verify ./naflexvit_base_patch16_siglip.v2_webli timm/naflexvit_base_patch16_siglip.v2_webli
From sourceHosted (signed)timm/naflexvit_base_patch16_siglip.v2_webliLast check: 2026-11-15 03:48 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
744 MB
Weights
372 MB (safetensors)
Parameters
93M
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 03:48 UTCpassed

Model card

From the publisher at commit 0c0b623. Shown as plain text with links; images open at the publisher.

Model card for naflexvit_base_patch16_siglip.v2_webli#

SigLIP-2 (https://arxiv.org/abs/2502.14786) B/16 NaFlex ViT encoder weights for timm NaFlexViT

Files

5 files · 744 MBWeights 372 MB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 5 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md255 B2c91da858e93fb458edf573d224aad85edd7439ac92854a24a47a911d0f32ff0
config.json601 B99377e18709b68c66691a02cf2f04eb8d725fb77fb459e2c8c6acc0852d6005b
model.safetensors372 MBe263821de529654675192009b1deed2470e546a6b0c1d9317e12dd8d100ac9f6
pytorch_model.bin372 MB504f117db2e8d21996c33e2f46685fa82f28c5500455890db5fc7ca8a043f331
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
0c0b623c81 pinned now2026-11-15 03:48 UTC5 files · 744 MB

Use it

$ fw get timm/naflexvit_base_patch16_siglip.v2_webli
# manifest sha256 16bdc5a21790… · 744 MB · 5 files
$ fw verify ./naflexvit_base_patch16_siglip.v2_webli timm/naflexvit_base_patch16_siglip.v2_webli
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/timm/naflexvit_base_patch16_siglip.v2_webli.json --dir ./naflexvit_base_patch16_siglip.v2_webli $ python3 fw.py verify ./naflexvit_base_patch16_siglip.v2_webli ./timm__naflexvit_base_patch16_siglip.v2_webli.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download timm/naflexvit_base_patch16_siglip.v2_webli --revision 0c0b623c81ad0050041b5047c6340944265bf281 --local-dir ./naflexvit_base_patch16_siglip.v2_webli
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
2c91da858e93fb458edf573d224aad85edd7439ac92854a24a47a911d0f32ff0
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: naflexvit_base_patch16_siglip.v2_webliDate: 2026-11-15Commit: 0c0b623Signed: 2DC28CC7B26A283B ✓
Upstream
timm/naflexvit_base_patch16_siglip.v2_webli
Pinned commit
0c0b623c81ad0050041b5047c6340944265bf281
Manifest
naflexvit_base_patch16_siglip.v2_webli.json · .minisig
Manifest sha256
16bdc5a21790e0b51742e77a31d4058cdb706c88ee7473bbdd76aa959540ff95
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 03:48 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/timm/naflexvit_base_patch16_siglip.v2_webli.json $ curl -O https://freeweights.allternit.com/manifests/timm/naflexvit_base_patch16_siglip.v2_webli.json.minisig $ minisign -Vm naflexvit_base_patch16_siglip.v2_webli.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/naflexvit_base_patch16_siglip.v2_webli
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. naflexvit_base_patch16_siglip.v2_webli.json. Provenance. Takedown history: none.
Source
huggingface.co/timm/naflexvit_base_patch16_siglip.v2_webli

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