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pkshatech
/
simcse-ja-bert-base-clcmlp

Sentence Similarity
sentence-transformers
PyTorch
Transformers
Japanese
bert
feature-extraction
Model card Files Files and versions
xet
Community
1

Instructions to use pkshatech/simcse-ja-bert-base-clcmlp with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use pkshatech/simcse-ja-bert-base-clcmlp with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("pkshatech/simcse-ja-bert-base-clcmlp")
    
    sentences = [
        "This widget can't work correctly now.",
        "Sorry :(",
        "Try this model in your local environment!"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Transformers

    How to use pkshatech/simcse-ja-bert-base-clcmlp with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("pkshatech/simcse-ja-bert-base-clcmlp")
    model = AutoModel.from_pretrained("pkshatech/simcse-ja-bert-base-clcmlp")
  • Notebooks
  • Google Colab
  • Kaggle
simcse-ja-bert-base-clcmlp
448 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 20 commits
akiFQC's picture
akiFQC
modified typo
7bca179 over 3 years ago
  • 1_Pooling
    init over 3 years ago
  • 2_Dense
    init over 3 years ago
  • .gitattributes
    1.48 kB
    initial commit over 3 years ago
  • README.md
    3.76 kB
    update widget setting over 3 years ago
  • README_JA.md
    3.47 kB
    modified typo over 3 years ago
  • config.json
    527 Bytes
    update over 3 years ago
  • config_sentence_transformers.json
    124 Bytes
    init over 3 years ago
  • modules.json
    341 Bytes
    init over 3 years ago
  • pytorch_model.bin
    445 MB
    xet
    init over 3 years ago
  • requirements.txt
    41 Bytes
    update readme over 3 years ago
  • sentence_bert_config.json
    53 Bytes
    init over 3 years ago
  • special_tokens_map.json
    125 Bytes
    update tokenizer over 3 years ago
  • tokenizer_config.json
    456 Bytes
    update tokenizer over 3 years ago
  • vocab.txt
    236 kB
    init over 3 years ago