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Clarkoer
/
gal-mpnet-finetuned

Sentence Similarity
sentence-transformers
Safetensors
mpnet
feature-extraction
dense
Generated from Trainer
dataset_size:898
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use Clarkoer/gal-mpnet-finetuned with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Clarkoer/gal-mpnet-finetuned with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Clarkoer/gal-mpnet-finetuned")
    
    sentences = [
        "escape sequences special characters",
        "**`fertile` (constant) errors:**\n\n**Error: \"Fertile variables must be initialized\"**\n```\n// BAD:\nfertile seed MAX;\n// FIX:\nfertile seed MAX = 100;\n```\n\n**Error: \"Cannot be re-assigned\"**\n```\nfertile s",
        "loop until condition",
        "**Escape sequences** in strings:\n\n| Sequence | Result |\n|----------|--------|\n| `\\n` | Newline |\n| `\\t` | Tab |\n| `\\\\` | Backslash `\\` |\n| `\\\"` | Double quote |\n| `\\{` | Literal `{` (in format strings"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
gal-mpnet-finetuned / eval
128 Bytes
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
Clarkoer's picture
Clarkoer
Upload folder using huggingface_hub
2a4b8f1 verified 4 months ago
  • similarity_evaluation_gal-eval_results.csv
    128 Bytes
    Upload folder using huggingface_hub 4 months ago