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alt.freeweights.vision / deberta-base-long-nli
From: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.visionSubject:

deberta-base-long-nli

Date: 2026-11-15Commit: 57429d1Signed: 2DC28CC7B26A283B ✓

Zero shot classification model. Onnx weights, 3.08 GB in all. Published by onnx-community under Apache-2.0.

vision3.08GBdeberta-base-long-nlionnxpermissive
FactsParamsnot statedSize3.08 GBFormatsonnxTaskzero shot classificationLicenseApache-2.0From sourcepermissive
$ fw get onnx-community/deberta-base-long-nli
# manifest sha256 af79bf4fe59e… · 3.08 GB · 17 files
$ fw verify ./deberta-base-long-nli onnx-community/deberta-base-long-nli
From sourceHosted (signed)onnx-community/deberta-base-long-nliLast check: 2026-11-15 05:26 UTC
Run at homeGet help

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

Quantized of deberta-base-long-nli.

Works with

Run2Convert3Scan1

Runs with

Ranked by fit to this model (onnx), then by GitHub stars.

UltralyticsOpenVINO

Convert with

ONNXOptimumOlive

Scan with

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OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
3.08 GB
Weights
223 MB (smallest of 8 ONNX variants)
Parameters
not stated
Formats
onnx
Task
zero shot classification
License
Apache-2.0 (permissive)
Files
17, each with a sha256
Publisher
onnx-community
Added
2026-11-15
Section
alt.freeweights.vision
Lineage

Original release from the publisher.

Base model: tasksource/deberta-base-long-nli

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 05:26 UTCpassed

Model card

From the publisher at commit 57429d1. Shown as plain text with links; images open at the publisher.

https://huggingface.co/tasksource/deberta-base-long-nli with ONNX weights to be compatible with Transformers.js.

Usage (Transformers.js)#

If you haven't already, you can install the Transformers.js JavaScript library from NPM using:

npm i @huggingface/transformers

You can then use the model for zero-shot classification as follows:

import { pipeline } from '@huggingface/transformers';

// Create a zero-shot classification pipeline
const classifier = await pipeline('zero-shot-classification', 'onnx-community/deberta-base-long-nli');

// Classify input text
const text = 'one day I will see the world';
const candidate_labels = ['travel', 'cooking', 'dancing'];
const output = await classifier(text, candidate_labels);
console.log(output);
// {
//   sequence: 'one day I will see the world',
//   labels: [ 'travel', 'dancing', 'cooking' ],
//   scores: [ 0.9572489961861119, 0.030494221087573718, 0.012256782726314351 ]
// }

Note: Having a separate repo for ONNX weights is intended to be a temporary solution until WebML gains more traction. If you would like to make your models web-ready, we recommend converting to ONNX using 🤗 Optimum and structuring your repo like this one (with ONNX weights located in a subfolder named onnx).

Files

17 files · 3.08 GBWeights 223 MB (smallest of 8 ONNX variants). Sizes and sha256 from the signed manifest.
Hide all 17 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md1.55 KB0be8eb8278326f261c5c8261879069114dcfe9d1e4e24b6aa942eb4a6d995f2e
added_tokens.json23 Bdc046d04c9b0ada7ae6f1dc89c465801799acdf0c9a6aab8c15a1b2d5ca4e91f
config.json19.1 KBee0a26d1188d02236d0bf1855b9d78f6be097cf9fcccd777ae41d7b1d6c3f0a4
onnx/model.onnx775 MB19f79ed3f2830e3dab02e5c42e3f2b011dfb7a0030c92e9704d36614c269aca1
onnx/model_bnb4.onnx483 MB594caa87c86ef3f94f049dfe42b6a0c914fd41f91b1b90f24a1c8250d6560481
onnx/model_fp16.onnx388 MB4153c4f3976035239a55ef5f5e49fb4f824f473c4342821da6b43fcd057067b9
onnx/model_int8.onnx223 MB626223d56d5ee5803241cfea85f297c8d38501d323e212c7e967ecce5cd8ef83
onnx/model_q4.onnx488 MB499c76d50fc0d94eb9204ca8263fb1e4312277999ecaebdc366bf80dbb7808a8
onnx/model_q4f16.onnx266 MB637162c002a9e1772308435623e1847d55c3abbfe96a24525091bad2555a4955
onnx/model_quantized.onnx223 MB626223d56d5ee5803241cfea85f297c8d38501d323e212c7e967ecce5cd8ef83
onnx/model_uint8.onnx223 MB09937e005011d5471fe99e7458fc4a49cbb3b73201c6ba072bc31a95220342b9
quantize_config.json283 Be88beb3a98997ba54ba68adb41f91f3572fb0457a4d7c5cb943d3b9e78644fff
special_tokens_map.json970 Bb2f1b2f15f29a6b6d9d6ea4eca1675d2c231a71477f151d48f79cc83a625ba21
spm.model2.46 MBc679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd
tokenizer.json8.65 MBbc3be16b4f91effb47a8ce1bb4911eafae60cb9d158d1befec48030ea0764898
tokenizer_config.json1.48 KBe8b5f9e8578b9257268250c54e7da8bb90a75896f1fcd387322132d834be00d0
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
57429d1cbc pinned now2026-11-15 05:26 UTC17 files · 3.08 GB

Use it

$ fw get onnx-community/deberta-base-long-nli
# manifest sha256 af79bf4fe59e… · 3.08 GB · 17 files
$ fw verify ./deberta-base-long-nli onnx-community/deberta-base-long-nli
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/onnx-community/deberta-base-long-nli.json --dir ./deberta-base-long-nli $ python3 fw.py verify ./deberta-base-long-nli ./onnx-community__deberta-base-long-nli.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/deberta-base-long-nli --revision 57429d1cbcaef7b8399c63a09f33921696c44931 --local-dir ./deberta-base-long-nli
Run at home

License

Name
Apache License 2.0
Id
Apache-2.0
Class
Permissive
Redistribution
yes
Listing
Hosted (signed)
Decided
Inherited from the base model tasksource/deberta-base-long-nli: the strictest license along the lineage applies. 2026-11-15
Text in
README.md
Text sha256
0be8eb8278326f261c5c8261879069114dcfe9d1e4e24b6aa942eb4a6d995f2e
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: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.visionSubject: deberta-base-long-nliDate: 2026-11-15Commit: 57429d1Signed: 2DC28CC7B26A283B ✓
Upstream
onnx-community/deberta-base-long-nli
Pinned commit
57429d1cbcaef7b8399c63a09f33921696c44931
Manifest
deberta-base-long-nli.json · .minisig
Manifest sha256
af79bf4fe59e628e4ff2ed17d1e4af211f86cea6d31e4d4e361ef106796e8846
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:26 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/onnx-community/deberta-base-long-nli.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/deberta-base-long-nli.json.minisig $ minisign -Vm deberta-base-long-nli.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

tasksource/deberta-base-long-nli · this model is a quantization of it

No model in the catalog names this one as its parent.

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/deberta-base-long-nli
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. deberta-base-long-nli.json. Provenance. Takedown history: none.
Source
huggingface.co/onnx-community/deberta-base-long-nli

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