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nomic-ai
/
modernbert-embed-base

Sentence Similarity
sentence-transformers
ONNX
Safetensors
Transformers.js
English
modernbert
feature-extraction
mteb
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
14

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

  • Libraries
  • sentence-transformers

    How to use nomic-ai/modernbert-embed-base with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("nomic-ai/modernbert-embed-base")
    
    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]
  • Transformers.js

    How to use nomic-ai/modernbert-embed-base with Transformers.js:

    // npm i @huggingface/transformers
    import { pipeline } from '@huggingface/transformers';
    
    // Allocate pipeline
    const pipe = await pipeline('sentence-similarity', 'nomic-ai/modernbert-embed-base');
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
modernbert-embed-base / onnx
1.93 GB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 1 commit
zpn's picture
zpn
Upload ONNX weights (#3)
49bbbcf verified over 1 year ago
  • model.onnx
    596 MB
    xet
    Upload ONNX weights (#3) over 1 year ago
  • model_bnb4.onnx
    217 MB
    xet
    Upload ONNX weights (#3) over 1 year ago
  • model_fp16.onnx
    298 MB
    xet
    Upload ONNX weights (#3) over 1 year ago
  • model_int8.onnx
    150 MB
    xet
    Upload ONNX weights (#3) over 1 year ago
  • model_q4.onnx
    224 MB
    xet
    Upload ONNX weights (#3) over 1 year ago
  • model_q4f16.onnx
    140 MB
    xet
    Upload ONNX weights (#3) over 1 year ago
  • model_quantized.onnx
    150 MB
    xet
    Upload ONNX weights (#3) over 1 year ago
  • model_uint8.onnx
    150 MB
    xet
    Upload ONNX weights (#3) over 1 year ago