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sirabhop
/
mart-multilingual-semantic-search-miniLM-L12

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
Generated from Trainer
dataset_size:512
loss:TripletLoss
dataset_size:243060
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use sirabhop/mart-multilingual-semantic-search-miniLM-L12 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use sirabhop/mart-multilingual-semantic-search-miniLM-L12 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("sirabhop/mart-multilingual-semantic-search-miniLM-L12")
    
    sentences = [
        "ตะกร้าแมว",
        "ตะกร้าหูหิ้วมีฝาปิดล็อคได้ ตะกร้าแมวเล็ก 15x23 ซม.",
        "พูกันกลม ตราม้า No.10",
        "101259 - ปลั๊กแปลง 2 ขาแบน TOSHINO CO-6S ขาว"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
mart-multilingual-semantic-search-miniLM-L12
503 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
sirabhop's picture
sirabhop
Add new SentenceTransformer model.
9520ed6 verified about 2 years ago
  • 1_Pooling
    Add new SentenceTransformer model. about 2 years ago
  • .gitattributes
    1.62 kB
    Add new SentenceTransformer model. about 2 years ago
  • README.md
    13.2 kB
    Add new SentenceTransformer model. about 2 years ago
  • config.json
    736 Bytes
    Add new SentenceTransformer model. about 2 years ago
  • config_sentence_transformers.json
    210 Bytes
    Add new SentenceTransformer model. about 2 years ago
  • model.safetensors
    471 MB
    xet
    Add new SentenceTransformer model. about 2 years ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model. about 2 years ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model. about 2 years ago
  • special_tokens_map.json
    964 Bytes
    Add new SentenceTransformer model. about 2 years ago
  • tokenizer.json
    17.1 MB
    xet
    Add new SentenceTransformer model. about 2 years ago
  • tokenizer_config.json
    1.42 kB
    Add new SentenceTransformer model. about 2 years ago
  • unigram.json
    14.8 MB
    xet
    Add new SentenceTransformer model. about 2 years ago