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procit011
/
dutch-maintenance-classifier

Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
dense
Generated from Trainer
dataset_size:622
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use procit011/dutch-maintenance-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use procit011/dutch-maintenance-classifier with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("procit011/dutch-maintenance-classifier")
    
    sentences = [
        "ik heb geen elektriciteit de meterkast is uitgevallen",
        "Elektra",
        "Elektra",
        "elektriciteit is uitgevallen in het hele appartement"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
dutch-maintenance-classifier
1.13 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
procit011's picture
procit011
Add labels.json
f79882f verified about 2 months ago
  • 1_Pooling
    Add new SentenceTransformer model. about 2 months ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model. about 2 months ago
  • README.md
    11.8 kB
    Add new SentenceTransformer model. about 2 months ago
  • config.json
    776 Bytes
    Add new SentenceTransformer model. about 2 months ago
  • config_sentence_transformers.json
    283 Bytes
    Add new SentenceTransformer model. about 2 months ago
  • labels.json
    293 Bytes
    Add labels.json about 2 months ago
  • model.safetensors
    1.11 GB
    xet
    Add new SentenceTransformer model. about 2 months ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model. about 2 months ago
  • sentence_bert_config.json
    57 Bytes
    Add new SentenceTransformer model. about 2 months ago
  • tokenizer.json
    16.8 MB
    xet
    Add new SentenceTransformer model. about 2 months ago
  • tokenizer_config.json
    313 Bytes
    Add new SentenceTransformer model. about 2 months ago