Xenova / jina-embeddings-v2-small-en

huggingface.co
Total runs: 74.4K
24-hour runs: 0
7-day runs: 380
30-day runs: 24.2K
Model's Last Updated: April 25 2025
feature-extraction

Introduction of jina-embeddings-v2-small-en

Model Details of jina-embeddings-v2-small-en

https://huggingface.co/jinaai/jina-embeddings-v2-small-en with ONNX weights to be compatible with Transformers.js.

Usage with 🤗 Transformers.js
// npm i @xenova/transformers
import { pipeline, cos_sim } from '@xenova/transformers';

// Create feature extraction pipeline
const extractor = await pipeline('feature-extraction', 'Xenova/jina-embeddings-v2-small-en',
    { quantized: false } // Comment out this line to use the quantized version
);

// Generate embeddings
const output = await extractor(
    ['How is the weather today?', 'What is the current weather like today?'],
    { pooling: 'mean' }
);

// Compute cosine similarity
console.log(cos_sim(output[0].data, output[1].data));  // 0.9399812684139274 (unquantized) vs. 0.9341121503699659 (quantized)

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 ).

Runs of Xenova jina-embeddings-v2-small-en on huggingface.co

74.4K
Total runs
0
24-hour runs
892
3-day runs
380
7-day runs
24.2K
30-day runs

More Information About jina-embeddings-v2-small-en huggingface.co Model

jina-embeddings-v2-small-en huggingface.co

jina-embeddings-v2-small-en huggingface.co is an AI model on huggingface.co that provides jina-embeddings-v2-small-en's model effect (), which can be used instantly with this Xenova jina-embeddings-v2-small-en model. huggingface.co supports a free trial of the jina-embeddings-v2-small-en model, and also provides paid use of the jina-embeddings-v2-small-en. Support call jina-embeddings-v2-small-en model through api, including Node.js, Python, http.

jina-embeddings-v2-small-en huggingface.co Url

https://huggingface.co/Xenova/jina-embeddings-v2-small-en

Xenova jina-embeddings-v2-small-en online free

jina-embeddings-v2-small-en huggingface.co is an online trial and call api platform, which integrates jina-embeddings-v2-small-en's modeling effects, including api services, and provides a free online trial of jina-embeddings-v2-small-en, you can try jina-embeddings-v2-small-en online for free by clicking the link below.

Xenova jina-embeddings-v2-small-en online free url in huggingface.co:

https://huggingface.co/Xenova/jina-embeddings-v2-small-en

jina-embeddings-v2-small-en install

jina-embeddings-v2-small-en is an open source model from GitHub that offers a free installation service, and any user can find jina-embeddings-v2-small-en on GitHub to install. At the same time, huggingface.co provides the effect of jina-embeddings-v2-small-en install, users can directly use jina-embeddings-v2-small-en installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

jina-embeddings-v2-small-en install url in huggingface.co:

https://huggingface.co/Xenova/jina-embeddings-v2-small-en

Url of jina-embeddings-v2-small-en

jina-embeddings-v2-small-en huggingface.co Url

Provider of jina-embeddings-v2-small-en huggingface.co

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