Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

NghiBuine
/
ecommerce-search-model

Sentence Similarity
sentence-transformers
Safetensors
roberta
feature-extraction
Generated from Trainer
dataset_size:333
loss:MatryoshkaLoss
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use NghiBuine/ecommerce-search-model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use NghiBuine/ecommerce-search-model with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("NghiBuine/ecommerce-search-model")
    
    sentences = [
        "Tôi Thấy Hoa Vàng Trên Cỏ Xanh",
        "mềm mại, thoáng khí và bền đẹp",
        "Nike Air Force 1 phong cách không lỗi mốt",
        "Tôi Thấy Hoa Vàng Trên Cỏ Xanh thông điệp trân trọng tuổi thơ và cuộc sống bình dị"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
ecommerce-search-model
542 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
NghiBuine's picture
NghiBuine
Add new SentenceTransformer model
272f4d3 verified about 1 year ago
  • 1_Pooling
    Add new SentenceTransformer model about 1 year ago
  • .gitattributes
    1.52 kB
    initial commit about 1 year ago
  • README.md
    26.1 kB
    Add new SentenceTransformer model about 1 year ago
  • added_tokens.json
    25 Bytes
    Add new SentenceTransformer model about 1 year ago
  • bpe.codes
    1.14 MB
    Add new SentenceTransformer model about 1 year ago
  • config.json
    786 Bytes
    Add new SentenceTransformer model about 1 year ago
  • config_sentence_transformers.json
    214 Bytes
    Add new SentenceTransformer model about 1 year ago
  • model.safetensors
    540 MB
    xet
    Add new SentenceTransformer model about 1 year ago
  • modules.json
    242 Bytes
    Add new SentenceTransformer model about 1 year ago
  • sentence_bert_config.json
    56 Bytes
    Add new SentenceTransformer model about 1 year ago
  • special_tokens_map.json
    176 Bytes
    Add new SentenceTransformer model about 1 year ago
  • tokenizer_config.json
    1.2 kB
    Add new SentenceTransformer model about 1 year ago
  • vocab.txt
    895 kB
    Add new SentenceTransformer model about 1 year ago