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nomic-ai
/
nomic-embed-text-v2-moe

Sentence Similarity
sentence-transformers
Safetensors
nomic_bert
feature-extraction
custom_code
text-embeddings-inference
Model card Files Files and versions
xet
Community
26

Instructions to use nomic-ai/nomic-embed-text-v2-moe with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use nomic-ai/nomic-embed-text-v2-moe with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("nomic-ai/nomic-embed-text-v2-moe", trust_remote_code=True)
    
    sentences = [
        "That is a happy person",
        "That is a happy dog",
        "That is a very happy person",
        "Today is a sunny day"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
New discussion
Resources
  • PR & discussions documentation
  • Code of Conduct
  • Hub documentation

📋 Documentation Enhancement Suggestion

#26 opened 4 months ago by
CroviaTrust

Not offline friendly?

👍 1
#25 opened 6 months ago by
trap-exit

Question about Context window size + Architectural Choices

#24 opened 8 months ago by
michaelcombs28

Inquiry about model license

#23 opened 11 months ago by
zenithink

How to use vllm for model inference?

#21 opened about 1 year ago by
liuliuliuliuliuliuliuliu

Inferencing with SentenceTransformer leads to IndexError: map::at Error

4
#20 opened about 1 year ago by
AshokRaja

Support this model architecture for optimum onnx export

👀 3
4
#19 opened about 1 year ago by
AshokRaja

Fine tuning in Multiple hard negatives

#12 opened over 1 year ago by
wilfoderek
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