How to use CreeJee/KURE-Reranker-nano-ONNX with Transformers.js:
// npm i @huggingface/transformers import { AutoTokenizer, AutoModelForSequenceClassification } from '@huggingface/transformers'; const tokenizer = await AutoTokenizer.from_pretrained('CreeJee/KURE-Reranker-nano-ONNX'); const model = await AutoModelForSequenceClassification.from_pretrained('CreeJee/KURE-Reranker-nano-ONNX'); const query = 'Which planet is known as the Red Planet?'; const documents = [ 'Mars, known for its reddish appearance, is often referred to as the Red Planet.', 'Venus is often called the twin of Earth because of its similar size and proximity.', ]; const inputs = tokenizer(new Array(documents.length).fill(query), { text_pair: documents, padding: true, truncation: true }); const { logits } = await model(inputs); console.log(logits.sigmoid().tolist()); // one relevance score per document
https://huggingface.co/CreeJee/KURE-Reranker-nano-ONNX/resolve/main/tokenizer.json
hf download hf://CreeJee/KURE-Reranker-nano-ONNX/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/CreeJee/KURE-Reranker-nano-ONNX/resolve/main/tokenizer.json
