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alt.freeweights.vision / vit_base_patch16_siglip_224.v2_webli
From: timm <huggingface.co/timm>Newsgroups: alt.freeweights.visionSubject:

vit_base_patch16_siglip_224.v2_webli

Date: 2026-11-15Commit: 4c3661eSigned: 2DC28CC7B26A283B ✓

Image feature extraction model with 93M parameters. Safetensors weights, 743 MB in all. Published by timm under Apache-2.0.

93M params743MBvit_base_patch16_siglip_224.v2_weblisafetensorspermissive
FactsParams93MSize743 MBFormatssafetensorsTaskimage feature extractionLicenseApache-2.0From sourcepermissive
$ fw get timm/vit_base_patch16_siglip_224.v2_webli
# manifest sha256 32b1edf67eaa… · 743 MB · 5 files
$ fw verify ./vit_base_patch16_siglip_224.v2_webli timm/vit_base_patch16_siglip_224.v2_webli
From sourceHosted (signed)timm/vit_base_patch16_siglip_224.v2_webliLast check: 2026-11-15 02:39 UTC
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Runs with

Ranked by fit to this model (safetensors), then by GitHub stars.

TransformersLocalAItinygradTriton Inference ServerBentoMLCTranslate2ExLlamaV2LitServe
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
743 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 02:39 UTCpassed

Model card

From the publisher at commit 4c3661e. Shown as plain text with links; images open at the publisher.

Model card for vit_base_patch16_siglip_224.v2_webli#

A SigLIP 2 ViT (image encoder only) for timm. Equivalent to image tower from https://huggingface.co/timm/ViT-B-16-SigLIP2.

Model Details#

Citation#

@article{tschannen2025siglip,
          title={SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features},
          author={Tschannen, Michael and Gritsenko, Alexey and Wang, Xiao and Naeem, Muhammad Ferjad and Alabdulmohsin, Ibrahim and Parthasarathy, Nikhil and Evans, Talfan and Beyer, Lucas and Xia, Ye and Mustafa, Basil and H'enaff, Olivier and Harmsen, Jeremiah and Steiner, Andreas and Zhai, Xiaohua},
          year={2025},
          journal={arXiv preprint arXiv:2502.14786}
        }
        
@inproceedings{zhai2023sigmoid,
          title={Sigmoid loss for language image pre-training},
          author={Zhai, Xiaohua and Mustafa, Basil and Kolesnikov, Alexander and Beyer, Lucas},
          booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
          pages={11975--11986},
          year={2023}
        }

Files

5 files · 743 MBWeights 372 MB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 5 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md1.58 KB41b76dd73006c1e994e5d862d0d9b787c1da772ebd9f328943c6dc87c2a363f3
config.json574 Bfb0a3f81fc3f341186cb93cf05ea2c427cf7c7c3d775cf57aa3d04afab28ba64
model.safetensors372 MB9106b0d8d9d02ea90fc3571fffd1557cf444736f695ee40b1e57c856bc3d9494
pytorch_model.bin372 MBc5df7fa97ed317f26362d9499f38b971e117751362a3f6ee1b7f92552d7faf23
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
4c3661e5ac pinned now2026-11-15 02:39 UTC5 files · 743 MB

Use it

$ fw get timm/vit_base_patch16_siglip_224.v2_webli
# manifest sha256 32b1edf67eaa… · 743 MB · 5 files
$ fw verify ./vit_base_patch16_siglip_224.v2_webli timm/vit_base_patch16_siglip_224.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/vit_base_patch16_siglip_224.v2_webli.json --dir ./vit_base_patch16_siglip_224.v2_webli $ python3 fw.py verify ./vit_base_patch16_siglip_224.v2_webli ./timm__vit_base_patch16_siglip_224.v2_webli.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download timm/vit_base_patch16_siglip_224.v2_webli --revision 4c3661e5ac879a276ddc5ddc6d3f0ecc78fd5d82 --local-dir ./vit_base_patch16_siglip_224.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
41b76dd73006c1e994e5d862d0d9b787c1da772ebd9f328943c6dc87c2a363f3
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_base_patch16_siglip_224.v2_webliDate: 2026-11-15Commit: 4c3661eSigned: 2DC28CC7B26A283B ✓
Upstream
timm/vit_base_patch16_siglip_224.v2_webli
Pinned commit
4c3661e5ac879a276ddc5ddc6d3f0ecc78fd5d82
Manifest
vit_base_patch16_siglip_224.v2_webli.json · .minisig
Manifest sha256
32b1edf67eaabb3d8c1cbc3328bcdc3737951584957fe0e5889130a83d4df9fd
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 02:39 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/timm/vit_base_patch16_siglip_224.v2_webli.json $ curl -O https://freeweights.allternit.com/manifests/timm/vit_base_patch16_siglip_224.v2_webli.json.minisig $ minisign -Vm vit_base_patch16_siglip_224.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/vit_base_patch16_siglip_224.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. vit_base_patch16_siglip_224.v2_webli.json. Provenance. Takedown history: none.
Source
huggingface.co/timm/vit_base_patch16_siglip_224.v2_webli

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