Text Ranking
Transformers.js
ONNX
Korean
English
modernbert
text-classification
cross-encoder
reranker
Instructions to use CreeJee/KURE-Reranker-nano-ONNX with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers.js
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
Download tokenizer_config.json from CreeJee/KURE-Reranker-nano-ONNX: direct link, hf CLI and curl.
- Browser
- Download file 7.14 kB
-
https://huggingface.co/CreeJee/KURE-Reranker-nano-ONNX/resolve/main/tokenizer_config.json
- Command line
-
hf download hf://CreeJee/KURE-Reranker-nano-ONNX/tokenizer_config.json
-
curl -L -o tokenizer_config.json https://huggingface.co/CreeJee/KURE-Reranker-nano-ONNX/resolve/main/tokenizer_config.json
7.14 kB
| { | |
| "added_tokens_decoder": { | |
| "0": { | |
| "content": "<s>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "1": { | |
| "content": "<\\s>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "2": { | |
| "content": "<unk>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "3": { | |
| "content": "<sep>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "4": { | |
| "content": "<mask>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "5": { | |
| "content": "<cls>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "6": { | |
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| "single_word": false, | |
| "special": true | |
| }, | |
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| "special": true | |
| }, | |
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| "single_word": false, | |
| "special": true | |
| }, | |
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| }, | |
| "49999": { | |
| "content": "<pad>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| } | |
| }, | |
| "bos_token": "<s>", | |
| "clean_up_tokenization_spaces": true, | |
| "cls_token": "<cls>", | |
| "do_lower_case": false, | |
| "eos_token": "<\\s>", | |
| "extra_special_tokens": {}, | |
| "mask_token": "<mask>", | |
| "max_length": 4096, | |
| "model_max_length": 8192, | |
| "pad_to_multiple_of": null, | |
| "pad_token": "<pad>", | |
| "pad_token_type_id": 0, | |
| "padding_side": "right", | |
| "sep_token": "<sep>", | |
| "stride": 0, | |
| "strip_accents": null, | |
| "tokenize_chinese_chars": true, | |
| "tokenizer_class": "BertTokenizer", | |
| "truncation_side": "right", | |
| "truncation_strategy": "longest_first", | |
| "unk_token": "<unk>" | |
| } | |