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Miya67
/
aiq-scoring-e5-small

Sentence Similarity
sentence-transformers
ONNX
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:31992
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use Miya67/aiq-scoring-e5-small with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Miya67/aiq-scoring-e5-small with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Miya67/aiq-scoring-e5-small")
    
    sentences = [
        "query: 問題: そろばん、はさみ、豆腐、拳銃を数えるときに使う、共通の単位は何でしょう? 回答: ちょう",
        "query: 問題: そろばん、はさみ、豆腐、拳銃を数えるときに使う、共通の単位は何でしょう? 回答: ちょう",
        "query: 問題: ウルトラマンの故郷としておなじみの「M78星雲」は、何という星座にあるでしょう? 回答: オリオン座",
        "query: 問題: そろばん、はさみ、豆腐、拳銃を数えるときに使う、共通の単位は何でしょう? 回答: し"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
aiq-scoring-e5-small
1.1 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 8 commits
Miya67's picture
Miya67
Upload folder using huggingface_hub
d2a734c verified 2 months ago
  • 1_Pooling
    Add new SentenceTransformer model 2 months ago
  • onnx
    Upload folder using huggingface_hub 2 months ago
  • .gitattributes
    1.68 kB
    Upload folder using huggingface_hub 2 months ago
  • README.md
    16.6 kB
    Add new SentenceTransformer model 2 months ago
  • config.json
    755 Bytes
    Add new SentenceTransformer model 2 months ago
  • config_sentence_transformers.json
    283 Bytes
    Add new SentenceTransformer model 2 months ago
  • model.safetensors
    471 MB
    xet
    Add new SentenceTransformer model 2 months ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model 2 months ago
  • sentence_bert_config.json
    57 Bytes
    Add new SentenceTransformer model 2 months ago
  • tokenizer.json
    17.1 MB
    xet
    Add new SentenceTransformer model 2 months ago
  • tokenizer_config.json
    349 Bytes
    Add new SentenceTransformer model 2 months ago