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Syldehayem
/
all-MiniLM-L6-v2_embedder

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
Generated from Trainer
dataset_size:9712
loss:TripletLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use Syldehayem/all-MiniLM-L6-v2_embedder with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Syldehayem/all-MiniLM-L6-v2_embedder with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Syldehayem/all-MiniLM-L6-v2_embedder")
    
    sentences = [
        "CGI VFX Breakdowns \"El Principe Season 1\"  - by Stargate Studios Malta",
        "Best of 2013!",
        "কাজকর্ম ফেলে ছেলে নিয়ে পড়ে থাকলে হবে | Baro Bou | #shorts | #banglacinema",
        "CG animation on social anxiety | \"Subconcious Password\" - by Chris Landreth (Oscar-winner)"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
all-MiniLM-L6-v2_embedder
91.8 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
Syldehayem's picture
Syldehayem
Add new SentenceTransformer model
105639d verified about 1 year ago
  • 1_Pooling
    Add new SentenceTransformer model about 1 year ago
  • .gitattributes
    1.52 kB
    initial commit about 1 year ago
  • README.md
    19 kB
    Add new SentenceTransformer model about 1 year ago
  • config.json
    617 Bytes
    Add new SentenceTransformer model about 1 year ago
  • config_sentence_transformers.json
    205 Bytes
    Add new SentenceTransformer model about 1 year ago
  • model.safetensors
    90.9 MB
    xet
    Add new SentenceTransformer model about 1 year ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model about 1 year ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model about 1 year ago
  • special_tokens_map.json
    695 Bytes
    Add new SentenceTransformer model about 1 year ago
  • tokenizer.json
    712 kB
    Add new SentenceTransformer model about 1 year ago
  • tokenizer_config.json
    1.46 kB
    Add new SentenceTransformer model about 1 year ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model about 1 year ago