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GrowBitLabs
/
tinye5

Feature Extraction
Transformers
Safetensors
sentence-transformers
ONNX
English
bert
embeddings
text-embeddings
semantic-search
information-retrieval
int8
minilm
e5
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use GrowBitLabs/tinye5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use GrowBitLabs/tinye5 with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="GrowBitLabs/tinye5")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("GrowBitLabs/tinye5")
    model = AutoModel.from_pretrained("GrowBitLabs/tinye5", device_map="auto")
  • sentence-transformers

    How to use GrowBitLabs/tinye5 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("GrowBitLabs/tinye5")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Notebooks
  • Google Colab
  • Kaggle
tinye5
91.8 MB
Ctrl+K
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  • 1 contributor
History: 3 commits
rizwan3d's picture
rizwan3d
Fix model card metadata
7d44eb7 verified about 2 months ago
  • .gitattributes
    1.52 kB
    initial commit about 2 months ago
  • README.md
    5.06 kB
    Fix model card metadata about 2 months ago
  • config.json
    611 Bytes
    Publish TinyE5-L6-384 Safetensors about 2 months ago
  • embedding_config.json
    317 Bytes
    Publish TinyE5-L6-384 Safetensors about 2 months ago
  • model.safetensors
    90.9 MB
    xet
    Publish TinyE5-L6-384 Safetensors about 2 months ago
  • special_tokens_map.json
    695 Bytes
    Publish TinyE5-L6-384 Safetensors about 2 months ago
  • tokenizer.json
    712 kB
    Publish TinyE5-L6-384 Safetensors about 2 months ago
  • tokenizer_config.json
    1.46 kB
    Publish TinyE5-L6-384 Safetensors about 2 months ago
  • vocab.txt
    232 kB
    Publish TinyE5-L6-384 Safetensors about 2 months ago