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PietroSaveri
/
meme-cluster-classifier-02

Feature Extraction
sentence-transformers
Safetensors
mpnet
sentence-similarity
Generated from Trainer
dataset_size:6066
loss:OnlineContrastiveLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use PietroSaveri/meme-cluster-classifier-02 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use PietroSaveri/meme-cluster-classifier-02 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("PietroSaveri/meme-cluster-classifier-02")
    
    sentences = [
        "Mitochondria, often called 'powerhouses of the cell,' generate most of the cell's ATP through cellular respiration and have their own DNA.",
        "Plate tectonics theory explains that Earth's lithosphere is divided into plates that move, causing earthquakes, volcanoes, and mountain formation.",
        "The Titanic was intentionally sunk as part of an insurance scam by J.P. Morgan.",
        "Why can't you trust a statistician? They're always plotting something, and they have a mean personality."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
meme-cluster-classifier-02
439 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 6 commits
PietroSaveri's picture
PietroSaveri
Update README.md
506208a verified about 1 year ago
  • 1_Pooling
    Upload fine-tuned meme cluster classifier about 1 year ago
  • .gitattributes
    1.52 kB
    initial commit about 1 year ago
  • README.md
    16.3 kB
    Update README.md about 1 year ago
  • config.json
    551 Bytes
    Upload fine-tuned meme cluster classifier about 1 year ago
  • config_sentence_transformers.json
    205 Bytes
    Upload fine-tuned meme cluster classifier about 1 year ago
  • model.safetensors
    438 MB
    xet
    Upload fine-tuned meme cluster classifier about 1 year ago
  • modules.json
    349 Bytes
    Upload fine-tuned meme cluster classifier about 1 year ago
  • sentence_bert_config.json
    53 Bytes
    Upload fine-tuned meme cluster classifier about 1 year ago
  • special_tokens_map.json
    964 Bytes
    Upload fine-tuned meme cluster classifier about 1 year ago
  • tokenizer.json
    711 kB
    Upload fine-tuned meme cluster classifier about 1 year ago
  • tokenizer_config.json
    1.62 kB
    Upload fine-tuned meme cluster classifier about 1 year ago
  • vocab.txt
    232 kB
    Upload fine-tuned meme cluster classifier about 1 year ago