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Snowflake
/
snowflake-arctic-embed-m

Sentence Similarity
sentence-transformers
ONNX
Safetensors
Transformers.js
bert
feature-extraction
mteb
arctic
snowflake-arctic-embed
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
18

Instructions to use Snowflake/snowflake-arctic-embed-m with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Snowflake/snowflake-arctic-embed-m with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Snowflake/snowflake-arctic-embed-m")
    
    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 Snowflake/snowflake-arctic-embed-m with Transformers.js:

    // npm i @huggingface/transformers
    import { pipeline } from '@huggingface/transformers';
    
    // Allocate pipeline
    const pipe = await pipeline('sentence-similarity', 'Snowflake/snowflake-arctic-embed-m');
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
snowflake-arctic-embed-m
1.71 GB
Ctrl+K
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  • 9 contributors
History: 34 commits
annafil's picture
annafil
add scarf
fc74610 verified over 1 year ago
  • 1_Pooling
    Sentence Transformers integration (#2) about 2 years ago
  • onnx
    Upload new ONNX weights (#9) about 2 years ago
  • .gitattributes
    1.52 kB
    initial commit about 2 years ago
  • README.md
    85.5 kB
    add scarf over 1 year ago
  • config.json
    738 Bytes
    Upload 5 files about 2 years ago
  • config_sentence_transformers.json
    252 Bytes
    Sentence Transformers integration (#2) about 2 years ago
  • model.safetensors
    436 MB
    xet
    Update model (previously incorrect) (#6) about 2 years ago
  • modules.json
    349 Bytes
    Sentence Transformers integration (#2) about 2 years ago
  • sentence_bert_config.json
    107 Bytes
    Update sentence_bert_config.json about 2 years ago
  • special_tokens_map.json
    695 Bytes
    Upload 5 files about 2 years ago
  • tokenizer.json
    712 kB
    Upload 5 files about 2 years ago
  • tokenizer_config.json
    1.38 kB
    Upload 5 files about 2 years ago
  • vocab.txt
    232 kB
    Upload 5 files about 2 years ago