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gomyk
/
gte-student-gte_compressed

Sentence Similarity
sentence-transformers
Safetensors
new
multilingual
model-compression
layer-pruning
vocab-pruning
progressive-distillation
gte-multilingual
custom_code
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use gomyk/gte-student-gte_compressed with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use gomyk/gte-student-gte_compressed with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("gomyk/gte-student-gte_compressed", trust_remote_code=True)
    
    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
gte-student-gte_compressed
52.1 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
gomyk's picture
gomyk
Upload gte_compressed (compressed) from GTE-multilingual
3fb29ca verified about 2 months ago
  • 1_Pooling
    Upload gte_compressed (compressed) from GTE-multilingual about 2 months ago
  • .gitattributes
    1.52 kB
    initial commit about 2 months ago
  • README.md
    3.72 kB
    Upload gte_compressed (compressed) from GTE-multilingual about 2 months ago
  • config.json
    1.52 kB
    Upload gte_compressed (compressed) from GTE-multilingual about 2 months ago
  • config_sentence_transformers.json
    297 Bytes
    Upload gte_compressed (compressed) from GTE-multilingual about 2 months ago
  • configuration.py
    7.13 kB
    Upload gte_compressed (compressed) from GTE-multilingual about 2 months ago
  • model.safetensors
    51.1 MB
    xet
    Upload gte_compressed (compressed) from GTE-multilingual about 2 months ago
  • modeling.py
    59 kB
    Upload gte_compressed (compressed) from GTE-multilingual about 2 months ago
  • modules.json
    242 Bytes
    Upload gte_compressed (compressed) from GTE-multilingual about 2 months ago
  • sentence_bert_config.json
    61 Bytes
    Upload gte_compressed (compressed) from GTE-multilingual about 2 months ago
  • special_tokens_map.json
    1.02 kB
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  • tokenizer.json
    875 kB
    Upload gte_compressed (compressed) from GTE-multilingual about 2 months ago
  • tokenizer_config.json
    1.24 kB
    Upload gte_compressed (compressed) from GTE-multilingual about 2 months ago