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matty6409
/
my-embedding-gemma-v3

Sentence Similarity
sentence-transformers
Safetensors
gemma3_text
feature-extraction
dense
Generated from Trainer
dataset_size:250000
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use matty6409/my-embedding-gemma-v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use matty6409/my-embedding-gemma-v3 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("matty6409/my-embedding-gemma-v3")
    
    sentences = [
        "餐廳經理",
        "餐廳經理",
        "zh->zh",
        "助理航務調度主任"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle

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Preview of files found in this repository
  • 1_Pooling
    Add new SentenceTransformer model 7 months ago
  • 2_Dense
    Add new SentenceTransformer model 7 months ago
  • 3_Dense
    Add new SentenceTransformer model 7 months ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model 7 months ago
  • README.md
    12.4 kB
    Add new SentenceTransformer model 7 months ago
  • added_tokens.json
    35 Bytes
    Add new SentenceTransformer model 7 months ago
  • config.json
    1.49 kB
    Add new SentenceTransformer model 7 months ago
  • config_sentence_transformers.json
    997 Bytes
    Add new SentenceTransformer model 7 months ago
  • model.safetensors
    1.21 GB
    xet
    Add new SentenceTransformer model 7 months ago
  • modules.json
    573 Bytes
    Add new SentenceTransformer model 7 months ago
  • sentence_bert_config.json
    58 Bytes
    Add new SentenceTransformer model 7 months ago
  • special_tokens_map.json
    662 Bytes
    Add new SentenceTransformer model 7 months ago
  • tokenizer.json
    33.4 MB
    xet
    Add new SentenceTransformer model 7 months ago
  • tokenizer.model
    4.69 MB
    xet
    Add new SentenceTransformer model 7 months ago
  • tokenizer_config.json
    1.16 MB
    Add new SentenceTransformer model 7 months ago