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alt.freeweights.vision / bert-base-multilingual-uncased-sentiment-ONNX
From: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.visionSubject:

bert-base-multilingual-uncased-sentiment-ONNX

Date: 2026-11-15Commit: 547be92Signed: 2DC28CC7B26A283B ✓

Text classification model. Onnx weights, 2.49 GB in all. Published by onnx-community under MIT.

vision2.49GBbert-base-multilingual-uncased-sentiment-ONNXonnxpermissive
FactsParamsnot statedSize2.49 GBFormatsonnxTasktext classificationLicenseMITFrom sourcepermissive
$ fw get onnx-community/bert-base-multilingual-uncased-sentiment-ONNX
# manifest sha256 beaabcec6504… · 2.49 GB · 16 files
$ fw verify ./bert-base-multilingual-uncased-sentiment-ONNX onnx-community/bert-base-multilingual-uncased-sentiment-ONNX
From sourceHosted (signed)onnx-community/bert-base-multilingual-uncased-sentiment-ONNXLast check: 2026-11-15 05:30 UTC
Run at homeGet help

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

Quantized of bert-base-multilingual-uncased-sentiment.

Works with

Run2Convert3Scan1

Runs with

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

UltralyticsOpenVINO

Convert with

ONNXOptimumOlive

Scan with

ModelScan
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
2.49 GB
Weights
169 MB (smallest of 8 ONNX variants)
Parameters
not stated
Formats
onnx
Task
text classification
License
MIT (permissive)
Files
16, each with a sha256
Publisher
onnx-community
Added
2026-11-15
Section
alt.freeweights.vision
Lineage

Original release from the publisher.

Base model: nlptown/bert-base-multilingual-uncased-sentiment

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 05:30 UTCpassed

Model card

From the publisher at commit 547be92. Shown as plain text with links; images open at the publisher.

bert-base-multilingual-uncased-sentiment (ONNX)#

This is an ONNX version of nlptown/bert-base-multilingual-uncased-sentiment. It was automatically converted and uploaded using this space.

Usage (Transformers.js)#

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

npm i @huggingface/transformers

Example: Sentiment Classification.

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

const classifier = await pipeline('text-classification', 'onnx-community/bert-base-multilingual-uncased-sentiment-ONNX');
const output = await classifier('I love transformers!');

Files

16 files · 2.49 GBWeights 169 MB (smallest of 8 ONNX variants). Sizes and sha256 from the signed manifest.
Hide all 16 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md989 B29f629322648eba159086ec97c7d25402b69a23dca1b11045fd02745cb17ba08
config.json1.22 KB214ec3fc1aff08a97de6b6394ed6a7281b2b81002df6f9878b53b7ae4387341d
onnx/model.onnx670 MB6f7f3f2d4d73f26676d2bb983ea2d0fa8c1f9f4e031d0490081401651b9ad764
onnx/model_bnb4.onnx378 MBfecf9587366e70313cdddd89c4c3d23b18a438731d88f28c496a7a8ade975ab9
onnx/model_fp16.onnx335 MB23574e8cd861a00730168f7acdca1443486b2682ccedab9310a92fe3436ad0f4
onnx/model_int8.onnx169 MBb969ce8faf498c40096d0be82b0a1180ebc3ae470ed7eed940345bd646a5dce7
onnx/model_q4.onnx383 MB6743481d0156b2a76e5a4bb6c2cd566a3ae998a641e3c4f42d175d2784e35e24
onnx/model_q4f16.onnx213 MB27cdf818276b771e2904c43fd0261dc6fab2304c3dfbc4bc1e9cf4db229541fc
onnx/model_quantized.onnx169 MBb969ce8faf498c40096d0be82b0a1180ebc3ae470ed7eed940345bd646a5dce7
onnx/model_uint8.onnx169 MB6b774c99787a7b5252393b42227516473284d25d53ff3528f7146daf0dda626c
quantize_config.json310 B9b60b5877b9a1687b5cddbc06124a974cb7536af9dbf5295279bf73c3823170c
special_tokens_map.json125 Bb6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3
tokenizer.json2.56 MB11aaf894a4ccf3d95e8830e27c0f8152791fbbff2b988e29a265580b86edd216
tokenizer_config.json1.29 KB24a46d9c4e1e832375886444c439a50658268ae09ebc04a98a7a93672e436af6
vocab.txt872 KB87b44292b452f6c05afa49b2e488e7eedf79ea4f4c39db6f2f4b37764228ef3f
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
547be92c63 pinned now2026-11-15 05:30 UTC16 files · 2.49 GB

Use it

$ fw get onnx-community/bert-base-multilingual-uncased-sentiment-ONNX
# manifest sha256 beaabcec6504… · 2.49 GB · 16 files
$ fw verify ./bert-base-multilingual-uncased-sentiment-ONNX onnx-community/bert-base-multilingual-uncased-sentiment-ONNX
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/onnx-community/bert-base-multilingual-uncased-sentiment-ONNX.json --dir ./bert-base-multilingual-uncased-sentiment-ONNX $ python3 fw.py verify ./bert-base-multilingual-uncased-sentiment-ONNX ./onnx-community__bert-base-multilingual-uncased-sentiment-ONNX.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/bert-base-multilingual-uncased-sentiment-ONNX --revision 547be92c63e50ee68e44e38357a44f2842ce6c86 --local-dir ./bert-base-multilingual-uncased-sentiment-ONNX
Run at home

License

Name
MIT License
Id
MIT
Class
Permissive
Redistribution
yes
Listing
Hosted (signed)
Decided
Inherited from the base model nlptown/bert-base-multilingual-uncased-sentiment: the strictest license along the lineage applies. 2026-11-15
Text in
README.md
Text sha256
29f629322648eba159086ec97c7d25402b69a23dca1b11045fd02745cb17ba08
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: bert-base-multilingual-uncased-sentiment-ONNXDate: 2026-11-15Commit: 547be92Signed: 2DC28CC7B26A283B ✓
Upstream
onnx-community/bert-base-multilingual-uncased-sentiment-ONNX
Pinned commit
547be92c63e50ee68e44e38357a44f2842ce6c86
Manifest
bert-base-multilingual-uncased-sentiment-ONNX.json · .minisig
Manifest sha256
beaabcec65047944300e450e9640e93fd1b1782d094fd683b934539f26f004f1
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:30 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/onnx-community/bert-base-multilingual-uncased-sentiment-ONNX.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/bert-base-multilingual-uncased-sentiment-ONNX.json.minisig $ minisign -Vm bert-base-multilingual-uncased-sentiment-ONNX.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

nlptown/bert-base-multilingual-uncased-sentiment · 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/bert-base-multilingual-uncased-sentiment-ONNX
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. bert-base-multilingual-uncased-sentiment-ONNX.json. Provenance. Takedown history: none.
Source
huggingface.co/onnx-community/bert-base-multilingual-uncased-sentiment-ONNX

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