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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');
  • Notebooks
  • Google Colab
  • Kaggle
modernbert-embed-base
600 MB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 12 commits
Tom Aarsen
Update bolding issue
e1c5b4a over 1 year ago
  • 1_Pooling
    Add new SentenceTransformer model (#1) over 1 year ago
  • .gitattributes
    1.52 kB
    initial commit over 1 year ago
  • README.md
    443 kB
    Update bolding issue over 1 year ago
  • config.json
    1.26 kB
    Add new SentenceTransformer model (#1) over 1 year ago
  • config_sentence_transformers.json
    210 Bytes
    Add new SentenceTransformer model (#1) over 1 year ago
  • model.safetensors
    596 MB
    xet
    Upload model over 1 year ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model (#1) over 1 year ago
  • sentence_bert_config.json
    54 Bytes
    Add new SentenceTransformer model (#1) over 1 year ago
  • special_tokens_map.json
    694 Bytes
    Upload tokenizer over 1 year ago
  • tokenizer.json
    3.58 MB
    Upload tokenizer over 1 year ago
  • tokenizer_config.json
    20.8 kB
    Add new SentenceTransformer model (#1) over 1 year ago