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Ezz-tech
/
bahrain-hs-classifier-high-accuracy

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:5005
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use Ezz-tech/bahrain-hs-classifier-high-accuracy with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Ezz-tech/bahrain-hs-classifier-high-accuracy with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Ezz-tech/bahrain-hs-classifier-high-accuracy")
    
    sentences = [
        "wool velvit floor carppet, readymade for home use",
        "291639000001 Nitrobenzoic acids (meta-, ortho- and para-) and their salts and esters",
        "570249900002 Carpets, floor, wool, velvet, ready",
        "130190300000 - - - Benzoin"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
bahrain-hs-classifier-high-accuracy
503 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
Ezz-tech's picture
Ezz-tech
Add new SentenceTransformer model.
328e6e4 verified 7 months ago
  • 1_Pooling
    Add new SentenceTransformer model. 7 months ago
  • .gitattributes
    1.62 kB
    Add new SentenceTransformer model. 7 months ago
  • README.md
    13.2 kB
    Add new SentenceTransformer model. 7 months ago
  • config.json
    613 Bytes
    Add new SentenceTransformer model. 7 months ago
  • config_sentence_transformers.json
    283 Bytes
    Add new SentenceTransformer model. 7 months ago
  • model.safetensors
    471 MB
    xet
    Add new SentenceTransformer model. 7 months ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model. 7 months ago
  • sentence_bert_config.json
    57 Bytes
    Add new SentenceTransformer model. 7 months ago
  • special_tokens_map.json
    964 Bytes
    Add new SentenceTransformer model. 7 months ago
  • tokenizer.json
    17.1 MB
    xet
    Add new SentenceTransformer model. 7 months ago
  • tokenizer_config.json
    1.45 kB
    Add new SentenceTransformer model. 7 months ago
  • unigram.json
    14.8 MB
    xet
    Add new SentenceTransformer model. 7 months ago