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LamaDiab
/
V7MiniLM-Synonyms-SemanticEngine

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:683
loss:MultipleNegativesSymmetricRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use LamaDiab/V7MiniLM-Synonyms-SemanticEngine with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use LamaDiab/V7MiniLM-Synonyms-SemanticEngine with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("LamaDiab/V7MiniLM-Synonyms-SemanticEngine")
    
    sentences = [
        "ys",
        "sage",
        "chinese chard",
        "tiny"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
V7MiniLM-Synonyms-SemanticEngine / final
91.8 MB
Ctrl+K
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  • 1 contributor
History: 14 commits
LamaDiab's picture
LamaDiab
Training in progress, epoch 1
06e77dc verified 6 months ago
  • 1_Pooling
    Training in progress, epoch 1 6 months ago
  • README.md
    10.5 kB
    Training in progress, epoch 1 6 months ago
  • config.json
    617 Bytes
    Training in progress, epoch 1 6 months ago
  • config_sentence_transformers.json
    283 Bytes
    Training in progress, epoch 1 6 months ago
  • model.safetensors
    90.9 MB
    xet
    Training in progress, epoch 1 6 months ago
  • modules.json
    349 Bytes
    Training in progress, epoch 1 6 months ago
  • sentence_bert_config.json
    57 Bytes
    Training in progress, epoch 1 6 months ago
  • special_tokens_map.json
    695 Bytes
    Training in progress, epoch 1 6 months ago
  • tokenizer.json
    712 kB
    Training in progress, epoch 1 6 months ago
  • tokenizer_config.json
    1.46 kB
    Training in progress, epoch 1 6 months ago
  • vocab.txt
    232 kB
    Training in progress, epoch 1 6 months ago