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alt.freeweights.vision / vit_base_patch16_siglip_256.v2_webli
From: timm <huggingface.co/timm>Newsgroups: alt.freeweights.visionSubject:

vit_base_patch16_siglip_256.v2_webli

Date: 2026-11-15Commit: ac4cc43Signed: 2DC28CC7B26A283B ✓

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

93M params744MBvit_base_patch16_siglip_256.v2_weblisafetensorspermissive
FactsParams93MSize744 MBFormatssafetensorsTaskimage feature extractionLicenseApache-2.0From sourcepermissive
$ fw get timm/vit_base_patch16_siglip_256.v2_webli
# manifest sha256 5979c1359c2e… · 744 MB · 5 files
$ fw verify ./vit_base_patch16_siglip_256.v2_webli timm/vit_base_patch16_siglip_256.v2_webli
From sourceHosted (signed)timm/vit_base_patch16_siglip_256.v2_webliLast check: 2026-11-15 02:35 UTC
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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
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 02:35 UTCpassed

Model card

From the publisher at commit ac4cc43. Shown as plain text with links; images open at the publisher.

Model card for vit_base_patch16_siglip_256.v2_webli#

A SigLIP 2 ViT (image encoder only) for timm. Equivalent to image tower from https://huggingface.co/timm/ViT-B-16-SigLIP2-256.

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 · 744 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 KB1da9871cdc0638ca5da59756e63eecaf3249c5c8493232ea4d377afce0d56352
config.json574 B3263f35cc34fc62743164020a18b07daf22dd279bb8abad1473e73d7d8aba772
model.safetensors372 MB13ab9d238865f89b14005c5e92a099add04cbfab331a64245acab813509cb2b0
pytorch_model.bin372 MB24fc9e8e0b5ded87ea74681f4395e9f04a65fda4be67b1390420dbf4a260ee94
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
ac4cc43102 pinned now2026-11-15 02:35 UTC5 files · 744 MB

Use it

$ fw get timm/vit_base_patch16_siglip_256.v2_webli
# manifest sha256 5979c1359c2e… · 744 MB · 5 files
$ fw verify ./vit_base_patch16_siglip_256.v2_webli timm/vit_base_patch16_siglip_256.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_256.v2_webli.json --dir ./vit_base_patch16_siglip_256.v2_webli $ python3 fw.py verify ./vit_base_patch16_siglip_256.v2_webli ./timm__vit_base_patch16_siglip_256.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_256.v2_webli --revision ac4cc431026674dcac29e34a00d3bd2048390eb3 --local-dir ./vit_base_patch16_siglip_256.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
1da9871cdc0638ca5da59756e63eecaf3249c5c8493232ea4d377afce0d56352
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_256.v2_webliDate: 2026-11-15Commit: ac4cc43Signed: 2DC28CC7B26A283B ✓
Upstream
timm/vit_base_patch16_siglip_256.v2_webli
Pinned commit
ac4cc431026674dcac29e34a00d3bd2048390eb3
Manifest
vit_base_patch16_siglip_256.v2_webli.json · .minisig
Manifest sha256
5979c1359c2e8adead5b6ef68f80f847c7e9ba32cc15623ccbeaba76aee46238
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 02:35 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/timm/vit_base_patch16_siglip_256.v2_webli.json $ curl -O https://freeweights.allternit.com/manifests/timm/vit_base_patch16_siglip_256.v2_webli.json.minisig $ minisign -Vm vit_base_patch16_siglip_256.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_256.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_256.v2_webli.json. Provenance. Takedown history: none.
Source
huggingface.co/timm/vit_base_patch16_siglip_256.v2_webli

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