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splendor1811
/
BGE-mapping-tool

Sentence Similarity
sentence-transformers
Safetensors
Vietnamese
xlm-roberta
feature-extraction
dense
Generated from Trainer
dataset_size:6066
loss:MatryoshkaLoss
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use splendor1811/BGE-mapping-tool with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use splendor1811/BGE-mapping-tool with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("splendor1811/BGE-mapping-tool")
    
    sentences = [
        "HUYNHDEANHKHOA COMPANY LIMITED",
        "SHYH JIUH INDUSTRIAL CO.,LTD",
        "KENG HIN ENGINEERING CO",
        "CTTNHHTHIETKE MYTHUAT VA TINHOC HUYNHDEANHKHOA"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
BGE-mapping-tool
2.29 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
splendor1811's picture
splendor1811
Add new SentenceTransformer model
194ad88 verified 8 months ago
  • 1_Pooling
    Add new SentenceTransformer model 8 months ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model 8 months ago
  • README.md
    22.3 kB
    Add new SentenceTransformer model 8 months ago
  • config.json
    658 Bytes
    Add new SentenceTransformer model 8 months ago
  • config_sentence_transformers.json
    283 Bytes
    Add new SentenceTransformer model 8 months ago
  • model.safetensors
    2.27 GB
    xet
    Add new SentenceTransformer model 8 months ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model 8 months ago
  • sentence_bert_config.json
    58 Bytes
    Add new SentenceTransformer model 8 months ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Add new SentenceTransformer model 8 months ago
  • special_tokens_map.json
    964 Bytes
    Add new SentenceTransformer model 8 months ago
  • tokenizer.json
    17.1 MB
    xet
    Add new SentenceTransformer model 8 months ago
  • tokenizer_config.json
    1.4 kB
    Add new SentenceTransformer model 8 months ago