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shyngys879
/
kazakh-e5-rag-embedding

Feature Extraction
sentence-transformers
Safetensors
Kazakh
Russian
English
xlm-roberta
sentence-similarity
embeddings
semantic-search
retrieval
rag
kazakh
nlp
e5
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use shyngys879/kazakh-e5-rag-embedding with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use shyngys879/kazakh-e5-rag-embedding with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("shyngys879/kazakh-e5-rag-embedding")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
kazakh-e5-rag-embedding
1.13 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 16 commits
shyngys879's picture
shyngys879
Update README.md
7bcfdc3 verified 25 days ago
  • 1_Pooling
    Upload Kazakh E5 RAG embedding model about 1 month ago
  • .gitattributes
    1.57 kB
    Upload Kazakh E5 RAG embedding model about 1 month ago
  • README.md
    8.41 kB
    Update README.md 25 days ago
  • config.json
    741 Bytes
    Upload Kazakh E5 RAG embedding model about 1 month ago
  • config_sentence_transformers.json
    283 Bytes
    Upload Kazakh E5 RAG embedding model about 1 month ago
  • model.safetensors
    1.11 GB
    xet
    Upload Kazakh E5 RAG embedding model about 1 month ago
  • modules.json
    429 Bytes
    Upload Kazakh E5 RAG embedding model about 1 month ago
  • sentence_bert_config.json
    241 Bytes
    Upload Kazakh E5 RAG embedding model about 1 month ago
  • tokenizer.json
    16.8 MB
    xet
    Upload Kazakh E5 RAG embedding model about 1 month ago
  • tokenizer_config.json
    583 Bytes
    Upload Kazakh E5 RAG embedding model about 1 month ago