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s7d11
/
SEmbedv1-0.3b

Sentence Similarity
sentence-transformers
Safetensors
gemma3_text
feature-extraction
dense
Generated from Trainer
dataset_size:2703977
loss:MatryoshkaLoss
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use s7d11/SEmbedv1-0.3b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use s7d11/SEmbedv1-0.3b with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("s7d11/SEmbedv1-0.3b")
    
    sentences = [
        "11 A fɔra ne ye tun ko: Wajibi don i ka kiraya kɛ ko kura mɔgɔ sifa caman ni siya ni kan ani masakɛ caman ko la.",
        "Camaw ye yɛlɛmaw jateminɛ farikolo kalan na, ani tabolo sinsin neno waati dɔw la kɔnɔna yɛlɛmali cogo sɔrɔlila ani adadenfarikolo kɔnɔna sumalila.",
        "a b'a bolow yɛrɛkɛ nankɔ sanfɛ.",
        "Phnom Krom, kilomɛtiri duuru Siem Reap worodugu ani tileben yanfan fɛ."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
SEmbedv1-0.3b
Ctrl+K
Ctrl+K
  • 1 contributor
History: 5 commits
s7d11's picture
s7d11
Add new SentenceTransformer model
c3713d0 verified 5 months ago
  • 1_Pooling
    Add new SentenceTransformer model 5 months ago
  • 2_Dense
    Add new SentenceTransformer model 5 months ago
  • 3_Dense
    Add new SentenceTransformer model 5 months ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model 5 months ago
  • README.md
    47.3 kB
    Add new SentenceTransformer model 5 months ago
  • added_tokens.json
    35 Bytes
    Add new SentenceTransformer model 5 months ago
  • config.json
    1.48 kB
    Add new SentenceTransformer model 5 months ago
  • config_sentence_transformers.json
    992 Bytes
    Add new SentenceTransformer model 5 months ago
  • model.safetensors
    1.21 GB
    xet
    Add new SentenceTransformer model 5 months ago
  • modules.json
    573 Bytes
    Add new SentenceTransformer model 5 months ago
  • sentence_bert_config.json
    58 Bytes
    Add new SentenceTransformer model 5 months ago
  • special_tokens_map.json
    662 Bytes
    Add new SentenceTransformer model 5 months ago
  • tokenizer.json
    33.4 MB
    xet
    Add new SentenceTransformer model 5 months ago
  • tokenizer.model
    4.69 MB
    xet
    Add new SentenceTransformer model 5 months ago
  • tokenizer_config.json
    1.16 MB
    Add new SentenceTransformer model 5 months ago