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Snowflake
/
snowflake-arctic-embed-l-v2.0

Sentence Similarity
sentence-transformers
ONNX
Safetensors
Transformers.js
xlm-roberta
feature-extraction
mteb
arctic
snowflake-arctic-embed
Eval Results (legacy)
Eval Results
text-embeddings-inference
Model card Files Files and versions
xet
Community
22

Instructions to use Snowflake/snowflake-arctic-embed-l-v2.0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Snowflake/snowflake-arctic-embed-l-v2.0 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Snowflake/snowflake-arctic-embed-l-v2.0")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Transformers.js

    How to use Snowflake/snowflake-arctic-embed-l-v2.0 with Transformers.js:

    // npm i @huggingface/transformers
    import { pipeline } from '@huggingface/transformers';
    
    // Allocate pipeline
    const pipe = await pipeline('sentence-similarity', 'Snowflake/snowflake-arctic-embed-l-v2.0');
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
New discussion
Resources
  • PR & discussions documentation
  • Code of Conduct
  • Hub documentation

Snowflake-Arctic-l-v20-Embed

#22 opened 1 day ago by
jtjones

Add evaluation results for model Snowflake/snowflake-arctic-embed-l-v2.0 revision edc2df7b6c25794b340229ca082e7c78782e6374

#21 opened 2 months ago by
Samoed

reporting a possible bug with the model

6
#20 opened 5 months ago by
stephanepetithomme

Congratulations of being SOTA on The Arabic RAG Leaderboard

❤️ 1
1
#15 opened about 1 year ago by
MohamedRashad
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