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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
20

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
New discussion
Resources
  • PR & discussions documentation
  • Code of Conduct
  • Hub documentation

VORTEXRAG: 7-Layer RAG — Causal Drift Filtering + Context Poison Guard [paper + code + demo]

#20 opened 2 days ago by
vigneshwar234

VORTEXRAG: 7-Layer RAG — Causal Drift Filtering + Context Poison Guard [paper + code + demo]

#19 opened 2 days ago by
vigneshwar234

Add LICENSE file

#18 opened 7 months ago by
jewittje

Surprising model performance relative to snowflake-arctic-embed-s

7
#15 opened almost 2 years ago by
nsheikh
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