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Duplicated from  ai-sage/Giga-Embeddings-instruct

Gotoro
/
Giga-Embeddings-instruct-onnx

Feature Extraction
sentence-transformers
ONNX
Transformers
Russian
English
gigarembed
MTEB
custom_code
Model card Files Files and versions
xet
Community

Instructions to use Gotoro/Giga-Embeddings-instruct-onnx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Gotoro/Giga-Embeddings-instruct-onnx with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Gotoro/Giga-Embeddings-instruct-onnx", trust_remote_code=True)
    
    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]
  • Transformers

    How to use Gotoro/Giga-Embeddings-instruct-onnx with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="Gotoro/Giga-Embeddings-instruct-onnx", trust_remote_code=True)
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("Gotoro/Giga-Embeddings-instruct-onnx", trust_remote_code=True, dtype="auto")
  • Notebooks
  • Google Colab
  • Kaggle
Giga-Embeddings-instruct-onnx
13.8 GB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 14 commits
Gotoro's picture
Gotoro
Upload model.onnx.data
2ed00c8 verified about 1 month ago
  • .gitattributes
    1.62 kB
    Upload model.onnx.data about 1 month ago
  • README.md
    9.89 kB
    Update README.md about 1 month ago
  • config.json
    5.9 kB
    Duplicate from ai-sage/Giga-Embeddings-instruct about 1 month ago
  • model.onnx
    3.59 MB
    xet
    Upload model.onnx about 1 month ago
  • model.onnx.data
    13.8 GB
    xet
    Upload model.onnx.data about 1 month ago
  • special_tokens_map.json
    690 Bytes
    Duplicate from ai-sage/Giga-Embeddings-instruct about 1 month ago
  • tokenizer.json
    10.7 MB
    xet
    Duplicate from ai-sage/Giga-Embeddings-instruct about 1 month ago
  • tokenizer_config.json
    48.1 kB
    Duplicate from ai-sage/Giga-Embeddings-instruct about 1 month ago