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alt.freeweights.vision / distilvit
From: Mozilla <huggingface.co/Mozilla>Newsgroups: alt.freeweights.visionSubject:

distilvit

Date: 2026-11-15Commit: e78ec2fSigned: 2DC28CC7B26A283B ✓

Image to text model with 182M parameters. Onnx and safetensors weights, 5.32 GB in all. Published by Mozilla under Apache-2.0.

182M params5.32GBdistilvitonnx safetensorspermissive
FactsParams182MSize5.32 GBFormatsonnx, safetensorsTaskimage to textLicenseApache-2.0From sourcepermissive
$ fw get Mozilla/distilvit
# manifest sha256 cbdddfc41abd… · 5.32 GB · 31 files
$ fw verify ./distilvit Mozilla/distilvit
From sourceHosted (signed)Mozilla/distilvitLast check: 2026-11-15 05:18 UTC
Get help

Get help: custom fine-tune or private deploy. We review your setup before we quote.

Quantized of vit-base-patch16-224-in21k.

Runs withBentoMLCTranslate2ExLlamaV2LitServeLocalAIOpenVINOtinygradTransformersTriton Inference ServerUltralyticsFine-tune withAccelerateDeepSpeedJAXKerasPyTorch Lightningsd-scriptsSimpleTunerConvert withCore ML ToolsExecuTorchOliveONNXOptimum QuantoOptimumsafetensorstorchaoScan withModelScanpicklescan
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
5.32 GB
Weights
730 MB (safetensors)
Parameters
182M
Formats
onnx, safetensors
Task
image to text
License
Apache-2.0 (permissive)
Files
31, each with a sha256
Publisher
Mozilla
Added
2026-11-15
Section
alt.freeweights.vision
Lineage

Original release from the publisher.

Base model: google/vit-base-patch16-224-in21k

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 05:18 UTCpassed

Model card

From the publisher at commit e78ec2f. Shown as plain text with links; images open at the publisher.

distilvit#

This model is a work in progress. Fine-tuned version of those base models:

This model was trained on:

You can find the code used to create the model here: https://github.com/mozilla/distilvit

training results#

{
  "train/loss": 0.0781,
  "train/learning_rate": 0.00003793103448275862,
  "train/epoch": 2.41,
  "train/global_step": 700,
  "eval/loss": 0.09741172194480896,
  "eval/rouge1": 60.382,
  "eval/rouge2": 38.0754,
  "eval/rougeL": 56.9132,
  "eval/rougeLsum": 56.9214,
  "eval/meteor": 0.5448683804505693,
  "eval/gen_len": 9.864678265672467,
  "eval/runtime": 343.0443,
  "eval/samples_per_second": 10.555,
  "eval/steps_per_second": 0.108,
  "train/train_runtime": 10567.9413,
  "train/train_samples_per_second": 27.414,
  "train/train_steps_per_second": 0.274,
  "train/total_flos": 9039628706135409000,
  "train/train_loss": 0.09852950266429356,
}

Files

31 files · 5.32 GBWeights 730 MB (safetensors). Sizes and sha256 from the signed manifest.
Show all 31 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md2.09 KBf1abb04dede0f20ae0563772c4aee6dbe1222c643600137b6b0c8d12d193f029
config.json5.05 KBed959fec371f1de0dda18127b52da6f8491d7e6fce314f651a64a3bcb3bf66dd
generation_config.json7.02 KB4d34fb2d7ef7bb123f916c1f252971c2e077959235fd0c3676e21b5e3db4dfe7
merges.txt456 KB1ce1664773c50f3e0cc8842619a93edc4624525b728b188a9e0be33b7726adc5
metrics.txt657 Bc9bbff29c3bc218ee810a6691d740923fa113db42871575043414f8699b7b1fd
model.safetensors730 MB74574a184acd40eb36ffb93d03ea3780bbe8f8f5d019aabbdf7554304e704a05
onnx/decoder_model.onnx386 MB5aedbc7bb81581bdd4b90f65db39dc22b3dcdea3923d67542449aa24bd46eaf7
onnx/decoder_model_fp16.onnx194 MBe0c3c0ab54f5f58317bc7fd30c6c37868cd3e0ffdd4b505b4f438ad7ebd76a75
onnx/decoder_model_merged.onnx387 MBc398f8e6fd8bf8b03105a7ada1541f488c07870229210a128205c6492b7c38ed
onnx/decoder_model_merged_fp16.onnx195 MB441d0d6e292940f9463cda76a0118f868b33d98c1dddb1f95f51aaa4a44684f7
onnx/decoder_model_merged_q4.onnx387 MB807ce81c93a7a0bb26baf394127453c28ec945d174e34e1e39099e67c0ca0b5f
onnx/decoder_model_merged_quantized.onnx99.8 MB0c66eda97aa444b17357dfba1c9827abc7824d6fd905dd28f097f74ddef02943
onnx/decoder_model_q4.onnx386 MBe0c83bf3b572ecdab20e86fcdcbc6ffdf3bb122d97604f6478fbc147b21b9f32
onnx/decoder_model_quantized.onnx98.1 MB8cda4a51db36003185beb5557cc379d0ad773d4efa9329e39793828b74d420f4
onnx/decoder_with_past_model.onnx386 MB9ab017c9a31793692bb56c0b93be42cb0090d97f6efc9cbd25f092a93451f45e
onnx/decoder_with_past_model_fp16.onnx194 MB9e0bfaebe7cea4bff6d3ae503f89747bd2f7a458127c4f7e9e48d633feca096e
onnx/decoder_with_past_model_q4.onnx386 MB6d2cf9a0fdc868d81bc0e9f61563ef44fc8b3b1380aba7c9eacf6dff2a4a8a38
onnx/decoder_with_past_model_quantized.onnx98.1 MB7885df45251f50971c9a8fdf11c79011342988bcabdb0649470751076226b8ae
onnx/encoder_model.onnx343 MBe48effb1e61fcecf4d1587fb15894d15510f366971ff22224719048168a70707
onnx/encoder_model_fp16.onnx172 MB4fd20d0b4f45a0913da7094204670d966d6e0543f00306ff5fa20b6ea9357b6a
onnx/encoder_model_q4.onnx56.8 MBdffb6f858e2bea1a4106c3302c1057b64cf5228ee94c1f9e2bcde6685a4d774b
onnx/encoder_model_quantized.onnx87.0 MB04622bdece4419687c8a07f4df0e8c1bea1db354fb6decde97bc0bf39f26bab2
preprocessor_config.json349 B74c9ded6de2852380e5babb16d4d1027cfff493b7564b47b066e1394e265386d
pytorch_model.bin730 MBea90951d68491925423f56366196ab4d2a7cbafecc88d58623b8f74ae2118872
quantize_config.json3.24 KBcd7bc9cacac8df09e30b0f6e7aedabd95e4684e1e7a14cc96479ad97202d89a4
special_tokens_map.json137 B27b2f8d519a2a06d346ac97e373ab0baca69205ab9c2026aafffa9c70fbea5d5
tokenizer.json2.11 MBcda20b8ca044949aa07ac4078420c80d1a57139d5f9f33700e46fb2d891e7c66
tokenizer_config.json243 Bae08bbcf8ed530c19543662de70cf88d95aefefa6c4cf2da072ae4c99ee97520
training_args.bin4.73 KB6df8b3132ea43f82797da62dc92bab7492b597315c59b9eeae0937e97904f9e0
vocab.json798 KB3ba3c3109ff33976c4bd966589c11ee14fcaa1f4c9e5e154c2ed7f99d80709e7
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
e78ec2faa4 pinned now2026-11-15 05:18 UTC31 files · 5.32 GB

Use it

$ fw get Mozilla/distilvit
# manifest sha256 cbdddfc41abd… · 5.32 GB · 31 files
$ fw verify ./distilvit Mozilla/distilvit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/Mozilla/distilvit.json --dir ./distilvit $ python3 fw.py verify ./distilvit ./Mozilla__distilvit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download Mozilla/distilvit --revision e78ec2faa49fb577dfcc39752eed18f5eaa264c9 --local-dir ./distilvit

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
f1abb04dede0f20ae0563772c4aee6dbe1222c643600137b6b0c8d12d193f029
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: Mozilla <huggingface.co/Mozilla>Newsgroups: alt.freeweights.visionSubject: distilvitDate: 2026-11-15Commit: e78ec2fSigned: 2DC28CC7B26A283B ✓
Upstream
Mozilla/distilvit
Pinned commit
e78ec2faa49fb577dfcc39752eed18f5eaa264c9
Manifest
distilvit.json · .minisig
Manifest sha256
cbdddfc41abda30782d4cabf67abca914963cbd85c46ba8dabe831df7e7ed950
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:18 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/Mozilla/distilvit.json $ curl -O https://freeweights.allternit.com/manifests/Mozilla/distilvit.json.minisig $ minisign -Vm distilvit.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

Parent

google/vit-base-patch16-224-in21k · this model is a quantization of it

1 model in the catalog name this one as their parent.

Quantizations
1
Quantizations 1
Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download Mozilla/distilvit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. distilvit.json. Provenance. Takedown history: none.
Source
huggingface.co/Mozilla/distilvit

Variants

1 quantized or adapter build of distilvit. Each has its own license check and page.

SubjectSizeParamsLicenseDate
distilvit-ONNXHosted (signed) From: onnx-community in alt.freeweights.vision7.82 GB—Permissive2026-11-15

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