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multilingual-e5-small
Xenova/multilingual-e5-small
multilingual-e5-small is a feature extraction model from Xenova. Use it when you need embeddings to search or compare text. It is set up for transformers.js.
https://huggingface.co/intfloat/multilingual-e5-small with ONNX weights to be compatible with Transformers.js.
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.onnx2.1 GB · 99%
At a glance
- Task
- Feature Extraction
- Library
- transformers.js
- Model type
- bert
- Access
- Public
- Created
- Jul 1, 2023
- Updated
- Jul 22, 2025
- SHA
- 761b726d
Base models
Model card
From the Hugging Face model README
https://huggingface.co/intfloat/multilingual-e5-small 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
Example: Run feature extraction.
import { pipeline } from '@huggingface/transformers';
const extractor = await pipeline('feature-extraction', 'Xenova/multilingual-e5-small');
const output = await extractor('This is a simple test.');
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).
- Task
- Feature Extraction
- Library
- transformers.js
- Type
- bert
- Created
- Jul 1, 2023
- Updated
- Jul 22, 2025