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ibm-granite
/
granite-embedding-97m-multilingual-r2

Feature Extraction
sentence-transformers
ONNX
Safetensors
OpenVINO
Transformers
modernbert
granite
embeddings
multilingual
mteb
sentence-similarity
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use ibm-granite/granite-embedding-97m-multilingual-r2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use ibm-granite/granite-embedding-97m-multilingual-r2 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("ibm-granite/granite-embedding-97m-multilingual-r2")
    
    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 ibm-granite/granite-embedding-97m-multilingual-r2 with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="ibm-granite/granite-embedding-97m-multilingual-r2")
    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("ibm-granite/granite-embedding-97m-multilingual-r2")
    model = AutoModel.from_pretrained("ibm-granite/granite-embedding-97m-multilingual-r2")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
granite-embedding-97m-multilingual-r2
1.2 GB
Ctrl+K
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  • 2 contributors
History: 2 commits
pawasthy's picture
pawasthy
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c61e626 verified 9 days ago
  • 1_Pooling
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  • onnx
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  • openvino
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  • .gitattributes
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  • README.md
    20.3 kB
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  • config.json
    1.22 kB
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  • config_sentence_transformers.json
    283 Bytes
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  • model.safetensors
    195 MB
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  • model.sig
    11.6 kB
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  • modules.json
    349 Bytes
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  • openvino_model.bin

    Pickle imports

    • No problematic imports detected

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    390 MB
    xet
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  • openvino_model.xml
    453 kB
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  • sentence_bert_config.json
    60 Bytes
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  • special_tokens_map.json
    871 Bytes
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  • tokenizer.json
    25.3 MB
    xet
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  • tokenizer_config.json
    12.9 kB
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