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AROY76
/
Embedding-gemma-300M-skills

Sentence Similarity
sentence-transformers
Safetensors
gemma3_text
feature-extraction
dense
Generated from Trainer
dataset_size:4992
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use AROY76/Embedding-gemma-300M-skills with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use AROY76/Embedding-gemma-300M-skills with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("AROY76/Embedding-gemma-300M-skills")
    
    sentences = [
        "Client onboarding, implementation, project management, communication, Salesforce, G-suite, Asana, Single Sign-On (SSO), SFTP, data analysis",
        "A software engineer uses Python and GitHub to automate testing processes.",
        "Setting up clients in Salesforce and G-suite efficiently requires strong project management and clear communication.",
        "Choosing between cloud storage solutions like Dropbox and Google Drive can be challenging."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
Embedding-gemma-300M-skills
1.27 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
AROY76's picture
AROY76
Add new SentenceTransformer model
366587b verified 7 months ago
  • 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
    17 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