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alt.freeweights.vision / vit_eva02_base_patch16_224.mim_in22k
From: nomic-ai <huggingface.co/nomic-ai>Newsgroups: alt.freeweights.visionSubject:

vit_eva02_base_patch16_224.mim_in22k

Date: 2026-11-15Commit: 4ecf59aSigned: 2DC28CC7B26A283B ✓

Image classification model with 86M parameters. Safetensors weights, 343 MB in all. Published by nomic-ai under Apache-2.0.

86M params343MBvit_eva02_base_patch16_224.mim_in22ksafetensorspermissive
FactsParams86MSize343 MBFormatssafetensorsTaskimage classificationLicenseApache-2.0From sourcepermissive
$ fw get nomic-ai/vit_eva02_base_patch16_224.mim_in22k
# manifest sha256 1f7113bf4b6a… · 343 MB · 4 files
$ fw verify ./vit_eva02_base_patch16_224.mim_in22k nomic-ai/vit_eva02_base_patch16_224.mim_in22k
From sourceHosted (signed)nomic-ai/vit_eva02_base_patch16_224.mim_in22kLast check: 2026-11-15 04:18 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
343 MB
Weights
343 MB (safetensors)
Parameters
86M
Formats
safetensors
Task
image classification
License
Apache-2.0 (permissive)
Files
4, each with a sha256
Publisher
nomic-ai
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 04:18 UTCpassed

Model card

From the publisher at commit 4ecf59a. Shown as plain text with links; images open at the publisher.

Model card for eva02_base_patch16_224.mim_in22k#

Downloaded checkpoint from here

Then did 

import torch
import timm
from timm.models.eva import checkpoint_filter_fn
from timm.models import push_to_hf_hub

state_dict = torch.load("eva02/pt/eva02_B_pt_in21k_p14to16.pt")["model"]
model = timm.create_model("eva02_base_patch14_224", patch_size=16, ref_feat_shape=(14, 14))

filtered = checkpoint_filter_fn(state_dict, model)
push_to_hf_hub(t, "nomic-ai/eva02_base_patch16_224.mim_in22k", private=True, safe_serialization=True)

Files

4 files · 343 MBWeights 343 MB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 4 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md714 Bceefff177d55e237a80cf1da0b164957dc38df67fd9fa16cc1e7784649926210
config.json633 B0422f08f9b37a2126d10c6de438425f1d9b606bb99dd0db5516342ebe17b3b20
model.safetensors343 MB947cdac0ae2b37b3b9ee2207e719b7891911048898d20d2eb1ec0212bef380fd
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
4ecf59a168 pinned now2026-11-15 04:18 UTC4 files · 343 MB

Use it

$ fw get nomic-ai/vit_eva02_base_patch16_224.mim_in22k
# manifest sha256 1f7113bf4b6a… · 343 MB · 4 files
$ fw verify ./vit_eva02_base_patch16_224.mim_in22k nomic-ai/vit_eva02_base_patch16_224.mim_in22k
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/nomic-ai/vit_eva02_base_patch16_224.mim_in22k.json --dir ./vit_eva02_base_patch16_224.mim_in22k $ python3 fw.py verify ./vit_eva02_base_patch16_224.mim_in22k ./nomic-ai__vit_eva02_base_patch16_224.mim_in22k.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download nomic-ai/vit_eva02_base_patch16_224.mim_in22k --revision 4ecf59a168ccfb90811da2c5feba73acd6e4ea90 --local-dir ./vit_eva02_base_patch16_224.mim_in22k
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
ceefff177d55e237a80cf1da0b164957dc38df67fd9fa16cc1e7784649926210
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: nomic-ai <huggingface.co/nomic-ai>Newsgroups: alt.freeweights.visionSubject: vit_eva02_base_patch16_224.mim_in22kDate: 2026-11-15Commit: 4ecf59aSigned: 2DC28CC7B26A283B ✓
Upstream
nomic-ai/vit_eva02_base_patch16_224.mim_in22k
Pinned commit
4ecf59a168ccfb90811da2c5feba73acd6e4ea90
Manifest
vit_eva02_base_patch16_224.mim_in22k.json · .minisig
Manifest sha256
1f7113bf4b6a152c46a0ad3f82660db9de15a4409bb8cefb0a6136ecf267325e
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:18 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/nomic-ai/vit_eva02_base_patch16_224.mim_in22k.json $ curl -O https://freeweights.allternit.com/manifests/nomic-ai/vit_eva02_base_patch16_224.mim_in22k.json.minisig $ minisign -Vm vit_eva02_base_patch16_224.mim_in22k.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 nomic-ai/vit_eva02_base_patch16_224.mim_in22k
Open in Freeweights Studio

Pull, verify and run it in the Allternit app on Desktop, web or phone.

Signed manifest
minisign, key 2DC28CC7B26A283B. vit_eva02_base_patch16_224.mim_in22k.json. Provenance. Takedown history: none.
Source
huggingface.co/nomic-ai/vit_eva02_base_patch16_224.mim_in22k

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