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

deberta-small-long-nli

Date: 2026-11-15Commit: d183e60Signed: 2DC28CC7B26A283B ✓

Zero shot classification model. Onnx weights, 2.49 GB in all. Published by onnx-community under Apache-2.0.

vision2.49GBdeberta-small-long-nlionnxpermissive
FactsParamsnot statedSize2.49 GBFormatsonnxTaskzero shot classificationLicenseApache-2.0From sourcepermissive
$ fw get onnx-community/deberta-small-long-nli
# manifest sha256 eddd997656dc… · 2.49 GB · 17 files
$ fw verify ./deberta-small-long-nli onnx-community/deberta-small-long-nli
From sourceHosted (signed)onnx-community/deberta-small-long-nliLast check: 2026-11-15 05:24 UTC
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Get help: custom fine-tune or private deploy. We review your setup before we quote.

Quantized of deberta-small-long-nli.

Works with

Run2Convert3Scan1

Runs with

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

UltralyticsOpenVINO

Convert with

ONNXOptimumOlive

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OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
2.49 GB
Weights
161 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-small-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 05:24 UTCpassed

Model card

From the publisher at commit d183e60. Shown as plain text with links; images open at the publisher.

https://huggingface.co/tasksource/deberta-small-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-small-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: [ 0.8759302251623927, 0.10660000891028172, 0.017469765927325517 ]
// }

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 · 2.49 GBWeights 161 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 KBa28e6a4575053b484331fcbc2668549bf16c1d7a9fda9c445d031b24cdec3fa5
added_tokens.json23 Bdc046d04c9b0ada7ae6f1dc89c465801799acdf0c9a6aab8c15a1b2d5ca4e91f
config.json19.1 KBc8b53aede84d78f958e4e0bb61db1189b2d8860cd5fdc8f6cf16b29c0076220f
onnx/model.onnx585 MB5c40db5b6603f65665ee1fa3791c2d9d30240d6a10fb69bd75ebb38d7a2be184
onnx/model_bnb4.onnx439 MBfe836bfe8024e851bf7086663373821343071bf69451f1f6912ef8a65897051d
onnx/model_fp16.onnx293 MB1194accca72cbf59e01e63b6ad009763b1d5b9972b082433dec20634d9295992
onnx/model_int8.onnx161 MBcb638699255dc1584e651cc115c94b0d087c3cb1462f3ec8ed2f2630f0e9ddc4
onnx/model_q4.onnx442 MBf971b75e3e25562a40f276420ec68a4eedc56e44523245573beb704b58cdfe9e
onnx/model_q4f16.onnx232 MBc37068e01f0477b625942ef9dffa1ce5b39e7f2c675fa064c81d9ccb01314cf7
onnx/model_quantized.onnx161 MBcb638699255dc1584e651cc115c94b0d087c3cb1462f3ec8ed2f2630f0e9ddc4
onnx/model_uint8.onnx161 MB867dd9e3ad37a4afb6fbf04b2d39dbc6b4077d9e2303fb98fd4d7946a224e6c8
quantize_config.json283 Be88beb3a98997ba54ba68adb41f91f3572fb0457a4d7c5cb943d3b9e78644fff
special_tokens_map.json970 Bb2f1b2f15f29a6b6d9d6ea4eca1675d2c231a71477f151d48f79cc83a625ba21
spm.model2.46 MBc679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd
tokenizer.json8.65 MBd0063af09bdd06fae22511dccec115a888cf5228e74304b414300df6ee422516
tokenizer_config.json1.48 KBb02d0c213c50a39a624c0d07196fdc85f94d776ff3d19d3aad16c003014f1bb8
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
d183e60e4f pinned now2026-11-15 05:24 UTC17 files · 2.49 GB

Use it

$ fw get onnx-community/deberta-small-long-nli
# manifest sha256 eddd997656dc… · 2.49 GB · 17 files
$ fw verify ./deberta-small-long-nli onnx-community/deberta-small-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-small-long-nli.json --dir ./deberta-small-long-nli $ python3 fw.py verify ./deberta-small-long-nli ./onnx-community__deberta-small-long-nli.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/deberta-small-long-nli --revision d183e60e4f6b0b70a3f569847a0356d0ceb34500 --local-dir ./deberta-small-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-small-long-nli: the strictest license along the lineage applies. 2026-11-15
Text in
README.md
Text sha256
a28e6a4575053b484331fcbc2668549bf16c1d7a9fda9c445d031b24cdec3fa5
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-small-long-nliDate: 2026-11-15Commit: d183e60Signed: 2DC28CC7B26A283B ✓
Upstream
onnx-community/deberta-small-long-nli
Pinned commit
d183e60e4f6b0b70a3f569847a0356d0ceb34500
Manifest
deberta-small-long-nli.json · .minisig
Manifest sha256
eddd997656dc02705839aa719bc878818102600474ed0f8cbb3690714944b60a
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:24 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/onnx-community/deberta-small-long-nli.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/deberta-small-long-nli.json.minisig $ minisign -Vm deberta-small-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-small-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-small-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-small-long-nli.json. Provenance. Takedown history: none.
Source
huggingface.co/onnx-community/deberta-small-long-nli

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