Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing

  • Log In
  • Sign Up

harmonydata
/
mental_health_harmonisation_1

Sentence Similarity
sentence-transformers
Safetensors
mpnet
feature-extraction
Generated from Trainer
dataset_size:2351
loss:CosineSimilarityLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use harmonydata/mental_health_harmonisation_1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use harmonydata/mental_health_harmonisation_1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("harmonydata/mental_health_harmonisation_1")
    
    sentences = [
        "Are your thoughts sometimes so strong that you can almost hear them?",
        "My emotions have almost always seemed flat regardless of what is going on around me.",
        "Having powerful images or memories that sometimes come into your mind in which you feel the experience is happening again in the here and now?",
        "I often think that I hear people talking only to discover that there was no one there."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
mental_health_harmonisation_1
844 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
jaydugad's picture
jaydugad
Upload José's mental health fine-tuned model
13115a1 about 1 year ago
  • 1_Pooling
    Upload José's mental health fine-tuned model about 1 year ago
  • .gitattributes
    1.52 kB
    initial commit about 1 year ago
  • README.md
    19 kB
    Upload José's mental health fine-tuned model about 1 year ago
  • config.json
    613 Bytes
    Upload José's mental health fine-tuned model about 1 year ago
  • config_sentence_transformers.json
    205 Bytes
    Upload José's mental health fine-tuned model about 1 year ago
  • model.safetensors
    438 MB
    xet
    Upload José's mental health fine-tuned model about 1 year ago
  • model_jose.zip

    Pickle imports

    • No problematic imports detected

    What is a pickle import?

    405 MB
    xet
    Upload José's mental health fine-tuned model about 1 year ago
  • modules.json
    349 Bytes
    Upload José's mental health fine-tuned model about 1 year ago
  • sentence_bert_config.json
    53 Bytes
    Upload José's mental health fine-tuned model about 1 year ago
  • special_tokens_map.json
    964 Bytes
    Upload José's mental health fine-tuned model about 1 year ago
  • tokenizer.json
    711 kB
    Upload José's mental health fine-tuned model about 1 year ago
  • tokenizer_config.json
    1.62 kB
    Upload José's mental health fine-tuned model about 1 year ago
  • vocab.txt
    232 kB
    Upload José's mental health fine-tuned model about 1 year ago