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alt.freeweights.vision / vit_base_patch16_siglip_gap_224.v2_webli
From: timm <huggingface.co/timm>Newsgroups: alt.freeweights.visionSubject:

vit_base_patch16_siglip_gap_224.v2_webli

Date: 2026-11-15Commit: 018d135Signed: 2DC28CC7B26A283B ✓

Image feature extraction model with 86M parameters. Safetensors weights, 686 MB in all. Published by timm under Apache-2.0.

86M params686MBvit_base_patch16_siglip_gap_224.v2_weblisafetensorspermissive
FactsParams86MSize686 MBFormatssafetensorsTaskimage feature extractionLicenseApache-2.0From sourcepermissive
$ fw get timm/vit_base_patch16_siglip_gap_224.v2_webli
# manifest sha256 fcbf6717be5b… · 686 MB · 5 files
$ fw verify ./vit_base_patch16_siglip_gap_224.v2_webli timm/vit_base_patch16_siglip_gap_224.v2_webli
From sourceHosted (signed)timm/vit_base_patch16_siglip_gap_224.v2_webliLast check: 2026-11-15 03:44 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
686 MB
Weights
343 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

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Sources
BadgeHostLast checkResult
From sourcehuggingface.co2026-11-15 03:44 UTCpassed

Model card

From the publisher at commit 018d135. Shown as plain text with links; images open at the publisher.

Model card for vit_base_patch16_siglip_gap_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. This gap variant uses global average pooling and has the attention pooling head removed.

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 · 686 MBWeights 343 MB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 5 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md1.68 KB704fe579e854a6a91d630f0826e79b3eefb4e31df67c43193a262ea87da4fc02
config.json578 B24a5df9bcfd017f0de00030cdb973e5dfd713fc30f322a6227cb36d1f29ea2b3
model.safetensors343 MB862d326f2ce787cb7d4d98087c0af86f45f8f03c6f71d3321e612708c7cffb43
pytorch_model.bin343 MBc1bc0c8645c78dfa94abbbde18fcf9d790e222e7ab13a4a470759eccc457aa25
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
018d135b81 pinned now2026-11-15 03:44 UTC5 files · 686 MB

Use it

$ fw get timm/vit_base_patch16_siglip_gap_224.v2_webli
# manifest sha256 fcbf6717be5b… · 686 MB · 5 files
$ fw verify ./vit_base_patch16_siglip_gap_224.v2_webli timm/vit_base_patch16_siglip_gap_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_gap_224.v2_webli.json --dir ./vit_base_patch16_siglip_gap_224.v2_webli $ python3 fw.py verify ./vit_base_patch16_siglip_gap_224.v2_webli ./timm__vit_base_patch16_siglip_gap_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_gap_224.v2_webli --revision 018d135b8145bd8e6767a39fc06ff43d1c0e5882 --local-dir ./vit_base_patch16_siglip_gap_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
704fe579e854a6a91d630f0826e79b3eefb4e31df67c43193a262ea87da4fc02
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_gap_224.v2_webliDate: 2026-11-15Commit: 018d135Signed: 2DC28CC7B26A283B ✓
Upstream
timm/vit_base_patch16_siglip_gap_224.v2_webli
Pinned commit
018d135b8145bd8e6767a39fc06ff43d1c0e5882
Manifest
vit_base_patch16_siglip_gap_224.v2_webli.json · .minisig
Manifest sha256
fcbf6717be5b5a5d2fc3eab1dda6c0b9bc2b17a4856b87390bcff76c90057b95
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 03:44 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/timm/vit_base_patch16_siglip_gap_224.v2_webli.json $ curl -O https://freeweights.allternit.com/manifests/timm/vit_base_patch16_siglip_gap_224.v2_webli.json.minisig $ minisign -Vm vit_base_patch16_siglip_gap_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_gap_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_gap_224.v2_webli.json. Provenance. Takedown history: none.
Source
huggingface.co/timm/vit_base_patch16_siglip_gap_224.v2_webli

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