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Snowflake
/
snowflake-arctic-embed-m-long

Sentence Similarity
sentence-transformers
ONNX
Safetensors
Transformers.js
nomic_bert
feature-extraction
mteb
arctic
snowflake-arctic-embed
custom_code
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
15

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

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Snowflake/snowflake-arctic-embed-m-long", trust_remote_code=True)
    
    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-long 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-long');
  • Notebooks
  • Google Colab
  • Kaggle
snowflake-arctic-embed-m-long
2.11 GB
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  • 7 contributors
History: 30 commits
annafil's picture
annafil
add scarf
92d9733 verified over 1 year ago
  • 1_Pooling
    Sentence Transformers integration (#2) about 2 years ago
  • onnx
    Upload ONNX weights (#4) about 2 years ago
  • .gitattributes
    1.52 kB
    initial commit about 2 years ago
  • README.md
    85.4 kB
    add scarf over 1 year ago
  • config.json
    1.6 kB
    Upload 6 files about 2 years ago
  • config_sentence_transformers.json
    252 Bytes
    Sentence Transformers integration (#2) about 2 years ago
  • configuration_hf_nomic_bert.py
    1.96 kB
    Upload 2 files about 2 years ago
  • model.safetensors
    547 MB
    xet
    Upload 6 files about 2 years ago
  • modeling_hf_nomic_bert.py
    52.6 kB
    Upload 2 files about 2 years ago
  • modules.json
    349 Bytes
    Sentence Transformers integration (#2) about 2 years ago
  • sentence_bert_config.json
    140 Bytes
    Add "safe_serialization": true as is required for custom Nomic models (#11) about 2 years ago
  • special_tokens_map.json
    695 Bytes
    Upload 6 files about 2 years ago
  • tokenizer.json
    712 kB
    Upload 6 files about 2 years ago
  • tokenizer_config.json
    1.42 kB
    Upload 6 files about 2 years ago
  • vocab.txt
    232 kB
    Upload 6 files about 2 years ago