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brilan
/
procedure-tool-matching_3_epochs

Sentence Similarity
sentence-transformers
Safetensors
mpnet
feature-extraction
Generated from Trainer
dataset_size:6462
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use brilan/procedure-tool-matching_3_epochs with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use brilan/procedure-tool-matching_3_epochs with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("brilan/procedure-tool-matching_3_epochs")
    
    sentences = [
        "gain successful RDP authentication",
        "Creates or Schedules a task.",
        "Execute processes on other systems complete with full interactivity for console applications without having to manually install client software.",
        "allows users to execute commands remotely on target systems using various methods including WMI, SMB, SSH, RDP, and PowerShell"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
procedure-tool-matching_3_epochs
439 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
brilan's picture
brilan
Add new SentenceTransformer model.
10a6908 verified over 1 year ago
  • 1_Pooling
    Add new SentenceTransformer model. over 1 year ago
  • .gitattributes
    1.52 kB
    initial commit over 1 year ago
  • README.md
    21.6 kB
    Add new SentenceTransformer model. over 1 year ago
  • config.json
    637 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • config_sentence_transformers.json
    210 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • model.safetensors
    438 MB
    xet
    Add new SentenceTransformer model. over 1 year ago
  • modules.json
    368 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • sentence_bert_config.json
    56 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • special_tokens_map.json
    1.02 kB
    Add new SentenceTransformer model. over 1 year ago
  • tokenizer.json
    711 kB
    Add new SentenceTransformer model. over 1 year ago
  • tokenizer_config.json
    1.66 kB
    Add new SentenceTransformer model. over 1 year ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model. over 1 year ago