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rsajja
/
Fine-tuned-Educational-Model-MNRL

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
Generated from Trainer
dataset_size:2244
loss:MultipleNegativesRankingLoss
Education
Retrieval
Syllabus
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use rsajja/Fine-tuned-Educational-Model-MNRL with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use rsajja/Fine-tuned-Educational-Model-MNRL with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("rsajja/Fine-tuned-Educational-Model-MNRL")
    
    sentences = [
        "Participation in both lecture and discussion sections is required.",
        "Service learning: 1.5 to 2 units depending on portfolio evaluation. Must meet 15 service hours for max credit.",
        "Students are expected to attend both lectures and discussion sessions for full participation credit.",
        "General info mailbox: replies from Dr. Anil Goyal and Prof. Lucy Salgado."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
Fine-tuned-Educational-Model-MNRL
91.8 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
rsajja's picture
rsajja
Update README.md
860f7c8 verified about 1 year ago
  • 1_Pooling
    Add new SentenceTransformer model about 1 year ago
  • .gitattributes
    1.52 kB
    initial commit about 1 year ago
  • README.md
    12.3 kB
    Update README.md about 1 year ago
  • config.json
    698 Bytes
    Add new SentenceTransformer model about 1 year ago
  • config_sentence_transformers.json
    212 Bytes
    Add new SentenceTransformer model about 1 year ago
  • model.safetensors
    90.9 MB
    xet
    Add new SentenceTransformer model about 1 year ago
  • modules.json
    368 Bytes
    Add new SentenceTransformer model about 1 year ago
  • sentence_bert_config.json
    56 Bytes
    Add new SentenceTransformer model about 1 year ago
  • special_tokens_map.json
    732 Bytes
    Add new SentenceTransformer model about 1 year ago
  • tokenizer.json
    712 kB
    Add new SentenceTransformer model about 1 year ago
  • tokenizer_config.json
    1.5 kB
    Add new SentenceTransformer model about 1 year ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model about 1 year ago