Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
Generated from Trainer
dataset_size:49962
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Instructions to use PerRing/e5_ko with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use PerRing/e5_ko with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("PerRing/e5_ko") sentences = [ "query: 잡지는 인종차별적이고 성차별적인 유머를 제공했다.", "passage: 잡지는 인종과 성별에 대해 편견적인 농담을 실었다.", "passage: 잡지는 모든 사람을 존중하는 유머를 제공했다.", "passage: 그들은 중요하지만 활용도가 낮은 데이터를 보유하고 있었다." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Download tokenizer_config.json from PerRing/e5_ko: direct link, hf CLI and curl.
- Browser
- Download file 1.34 kB
-
https://huggingface.co/PerRing/e5_ko/resolve/main/tokenizer_config.json
- Command line
-
hf download hf://PerRing/e5_ko/tokenizer_config.json
-
curl -L -o tokenizer_config.json https://huggingface.co/PerRing/e5_ko/resolve/main/tokenizer_config.json
1.34 kB
| { | |
| "added_tokens_decoder": { | |
| "0": { | |
| "content": "<s>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "1": { | |
| "content": "<pad>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "2": { | |
| "content": "</s>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "3": { | |
| "content": "<unk>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "250001": { | |
| "content": "<mask>", | |
| "lstrip": true, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| } | |
| }, | |
| "bos_token": "<s>", | |
| "clean_up_tokenization_spaces": true, | |
| "cls_token": "<s>", | |
| "eos_token": "</s>", | |
| "mask_token": "<mask>", | |
| "max_length": 512, | |
| "model_max_length": 512, | |
| "pad_to_multiple_of": null, | |
| "pad_token": "<pad>", | |
| "pad_token_type_id": 0, | |
| "padding_side": "right", | |
| "sep_token": "</s>", | |
| "stride": 0, | |
| "tokenizer_class": "XLMRobertaTokenizer", | |
| "truncation_side": "right", | |
| "truncation_strategy": "longest_first", | |
| "unk_token": "<unk>" | |
| } | |