Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

lv12
/
esci-nomic-embed-text-v1_5

Sentence Similarity
sentence-transformers
Safetensors
nomic_bert
feature-extraction
dataset_size:100K<n<1M
loss:CachedMultipleNegativesRankingLoss
custom_code
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use lv12/esci-nomic-embed-text-v1_5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use lv12/esci-nomic-embed-text-v1_5 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("lv12/esci-nomic-embed-text-v1_5", trust_remote_code=True)
    
    sentences = [
        "search_query: shark",
        "search_query: skull",
        "search_query: car picture frame",
        "search_query: cartera de guchi"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
esci-nomic-embed-text-v1_5
548 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 7 commits
lv12's picture
lv12
Add new SentenceTransformer model.
d791124 verified almost 2 years ago
  • 1_Pooling
    Add new SentenceTransformer model. almost 2 years ago
  • .gitattributes
    1.52 kB
    initial commit almost 2 years ago
  • README.md
    30.5 kB
    Add new SentenceTransformer model. almost 2 years ago
  • config.json
    1.65 kB
    Add new SentenceTransformer model. almost 2 years ago
  • config_sentence_transformers.json
    206 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • configuration_hf_nomic_bert.py
    1.96 kB
    Add new SentenceTransformer model. almost 2 years ago
  • model.safetensors
    547 MB
    xet
    Add new SentenceTransformer model. almost 2 years ago
  • modeling_hf_nomic_bert.py
    52.8 kB
    Add new SentenceTransformer model. almost 2 years ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • sentence_bert_config.json
    54 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • special_tokens_map.json
    695 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • tokenizer.json
    712 kB
    Add new SentenceTransformer model. almost 2 years ago
  • tokenizer_config.json
    1.38 kB
    Add new SentenceTransformer model. almost 2 years ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model. almost 2 years ago