Sentence Similarity
sentence-transformers
Safetensors
Dutch
English
xlm-roberta
medical
biology
text-embeddings-inference
Instructions to use FremyCompany/BioLORD-2023-M-Dutch-InContext-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use FremyCompany/BioLORD-2023-M-Dutch-InContext-v1 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("FremyCompany/BioLORD-2023-M-Dutch-InContext-v1") sentences = [ "bartonellosis", "kattenkrabziekte", "wond, kattenkrab", "door teken overgedragen orbiviruskoorts", "kattenbont" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [5, 5] - Notebooks
- Google Colab
- Kaggle
Francois Remy commited on
Commit ·
5194a76
1
Parent(s): 7de4421
Use BioLORD-2023-M config
Browse files- config.json +2 -2
- sentence_bert_config.json +1 -1
- special_tokens_map.json +6 -42
- tokenizer.json +2 -2
- tokenizer_config.json +1 -1
config.json
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{
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"_name_or_path": "
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"architectures": [
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"XLMRobertaModel"
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],
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 250002
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{
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"_name_or_path": "sentence-transformers/paraphrase-multilingual-mpnet-base-v2",
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"architectures": [
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"XLMRobertaModel"
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],
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.24.0",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 250002
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sentence_bert_config.json
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{
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"max_seq_length":
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"do_lower_case": false
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}
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{
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"max_seq_length": 64,
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"do_lower_case": false
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}
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special_tokens_map.json
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{
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"bos_token":
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"cls_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"rstrip": false,
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"single_word": false
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"pad_token":
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"sep_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:64f620ed598f02c6e9ad8bd7c093e0bf1f883f0a113b315e3299ae7d1b85581a
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size 17082912
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tokenizer_config.json
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"special_tokens_map_file": null,
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"tokenizer_class": "XLMRobertaTokenizer",
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"unk_token": "<unk>"
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}
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"special_tokens_map_file": null,
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"tokenizer_class": "XLMRobertaTokenizer",
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"unk_token": "<unk>"
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}
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