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alt.freeweights.vision / naflexvit_so400m_patch16_siglip.v2_webli
From: timm <huggingface.co/timm>Newsgroups: alt.freeweights.visionSubject:

naflexvit_so400m_patch16_siglip.v2_webli

Date: 2026-11-15Commit: e8d786cSigned: 2DC28CC7B26A283B ✓

Image feature extraction model with 428M parameters. Safetensors weights, 3.42 GB in all. Published by timm under Apache-2.0.

428M params3.42GBnaflexvit_so400m_patch16_siglip.v2_weblisafetensorspermissive
FactsParams428MSize3.42 GBFormatssafetensorsTaskimage feature extractionLicenseApache-2.0From sourcepermissive
$ fw get timm/naflexvit_so400m_patch16_siglip.v2_webli
# manifest sha256 7719cdecc70b… · 3.42 GB · 5 files
$ fw verify ./naflexvit_so400m_patch16_siglip.v2_webli timm/naflexvit_so400m_patch16_siglip.v2_webli
From sourceHosted (signed)timm/naflexvit_so400m_patch16_siglip.v2_webliLast check: 2026-11-15 02:34 UTC
Run at homeGet help

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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
3.42 GB
Weights
1.71 GB (safetensors)
Parameters
428M
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 02:34 UTCpassed

Model card

From the publisher at commit e8d786c. Shown as plain text with links; images open at the publisher.

Model card for naflexvit_so400m_patch16_siglip.v2_webli#

SigLIP-2 (https://arxiv.org/abs/2502.14786) SO400M/16 NaFlex ViT encoder weights for timm NaFlexViT

Files

5 files · 3.42 GBWeights 1.71 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 5 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md262 B92ceedcf3d09c21b74fe3501f549ba7566d0b7ed0c23f198bac3bd768606e08b
config.json604 B1d9dec71c58154e50482260b78a35d248ca2f7edce7972c35d79730eed6dea21
model.safetensors1.71 GB3c30aab46eb74ce889b44c43b321914d352e6d44508e31aa094c52ec9d1d09e3
pytorch_model.bin1.71 GB343b3b75a26419f03340aa93b144a4e17639ae9cda3e458fe0a5310630a1b55e
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
e8d786c5ea pinned now2026-11-15 02:34 UTC5 files · 3.42 GB

Use it

$ fw get timm/naflexvit_so400m_patch16_siglip.v2_webli
# manifest sha256 7719cdecc70b… · 3.42 GB · 5 files
$ fw verify ./naflexvit_so400m_patch16_siglip.v2_webli timm/naflexvit_so400m_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_so400m_patch16_siglip.v2_webli.json --dir ./naflexvit_so400m_patch16_siglip.v2_webli $ python3 fw.py verify ./naflexvit_so400m_patch16_siglip.v2_webli ./timm__naflexvit_so400m_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_so400m_patch16_siglip.v2_webli --revision e8d786c5ea9db8d0153b18a6a39114bf65ba28b0 --local-dir ./naflexvit_so400m_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
92ceedcf3d09c21b74fe3501f549ba7566d0b7ed0c23f198bac3bd768606e08b
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_so400m_patch16_siglip.v2_webliDate: 2026-11-15Commit: e8d786cSigned: 2DC28CC7B26A283B ✓
Upstream
timm/naflexvit_so400m_patch16_siglip.v2_webli
Pinned commit
e8d786c5ea9db8d0153b18a6a39114bf65ba28b0
Manifest
naflexvit_so400m_patch16_siglip.v2_webli.json · .minisig
Manifest sha256
7719cdecc70bd6a890833788afffb534025f69eb6e93abf0a0d68fe71b039459
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 02:34 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/timm/naflexvit_so400m_patch16_siglip.v2_webli.json $ curl -O https://freeweights.allternit.com/manifests/timm/naflexvit_so400m_patch16_siglip.v2_webli.json.minisig $ minisign -Vm naflexvit_so400m_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_so400m_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_so400m_patch16_siglip.v2_webli.json. Provenance. Takedown history: none.
Source
huggingface.co/timm/naflexvit_so400m_patch16_siglip.v2_webli

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