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alt.freeweights.vision / vit_base_patch32_siglip_256.v2_webli
From: timm <huggingface.co/timm>Newsgroups: alt.freeweights.visionSubject:

vit_base_patch32_siglip_256.v2_webli

Date: 2026-11-15Commit: db67601Signed: 2DC28CC7B26A283B ✓

Image feature extraction model with 95M parameters. Safetensors weights, 756 MB in all. Published by timm under Apache-2.0.

95M params756MBvit_base_patch32_siglip_256.v2_weblisafetensorspermissive
FactsParams95MSize756 MBFormatssafetensorsTaskimage feature extractionLicenseApache-2.0From sourcepermissive
$ fw get timm/vit_base_patch32_siglip_256.v2_webli
# manifest sha256 058c961aea1b… · 756 MB · 5 files
$ fw verify ./vit_base_patch32_siglip_256.v2_webli timm/vit_base_patch32_siglip_256.v2_webli
From sourceHosted (signed)timm/vit_base_patch32_siglip_256.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
756 MB
Weights
378 MB (safetensors)
Parameters
95M
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 03:44 UTCpassed

Model card

From the publisher at commit db67601. Shown as plain text with links; images open at the publisher.

Model card for vit_base_patch32_siglip_256.v2_webli#

A SigLIP 2 ViT (image encoder only) for timm. Equivalent to image tower from https://huggingface.co/timm/ViT-B-32-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 · 756 MBWeights 378 MB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 5 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md1.58 KB1694d667f5c02e563848bead039480ddc0c5393d7b3b84ee4f4ec6bd94e0fd29
config.json574 B500bd5ab0cc49b5e4e83513d5ddcf9e374c03feafab325b4c1a5a79dd506efd1
model.safetensors378 MB332d8c5136c1562cd582901d88a04386fc74d219caaec980672a2f30913dba49
pytorch_model.bin378 MBaca3196053cc6b4d7b4ae0f7426f00fce1c60118fc2511904646e4a326fb9565
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
db67601242 pinned now2026-11-15 03:44 UTC5 files · 756 MB

Use it

$ fw get timm/vit_base_patch32_siglip_256.v2_webli
# manifest sha256 058c961aea1b… · 756 MB · 5 files
$ fw verify ./vit_base_patch32_siglip_256.v2_webli timm/vit_base_patch32_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_patch32_siglip_256.v2_webli.json --dir ./vit_base_patch32_siglip_256.v2_webli $ python3 fw.py verify ./vit_base_patch32_siglip_256.v2_webli ./timm__vit_base_patch32_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_patch32_siglip_256.v2_webli --revision db67601242221beb6b874a9e02310b9866eb45ea --local-dir ./vit_base_patch32_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
1694d667f5c02e563848bead039480ddc0c5393d7b3b84ee4f4ec6bd94e0fd29
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_patch32_siglip_256.v2_webliDate: 2026-11-15Commit: db67601Signed: 2DC28CC7B26A283B ✓
Upstream
timm/vit_base_patch32_siglip_256.v2_webli
Pinned commit
db67601242221beb6b874a9e02310b9866eb45ea
Manifest
vit_base_patch32_siglip_256.v2_webli.json · .minisig
Manifest sha256
058c961aea1b2f311d5a90f3878a109fbffff65998d59f5a490d185d3875b347
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_patch32_siglip_256.v2_webli.json $ curl -O https://freeweights.allternit.com/manifests/timm/vit_base_patch32_siglip_256.v2_webli.json.minisig $ minisign -Vm vit_base_patch32_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_patch32_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_patch32_siglip_256.v2_webli.json. Provenance. Takedown history: none.
Source
huggingface.co/timm/vit_base_patch32_siglip_256.v2_webli

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