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ritesh-07
/
fine_tuned_model_03

Sentence Similarity
sentence-transformers
Safetensors
Nepali (macrolanguage)
bert
feature-extraction
Generated from Trainer
dataset_size:3385
loss:MatryoshkaLoss
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use ritesh-07/fine_tuned_model_03 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use ritesh-07/fine_tuned_model_03 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("ritesh-07/fine_tuned_model_03")
    
    sentences = [
        "नागरिकता टोलीले सर्जमिनको क्रममा कस्तो व्यक्तिको मतदाता परिचयपत्रको सक्कल प्रति जाँच गर्छ?",
        "नागरिकता टोलीले सर्जमिनको क्रममा निवेदकको जन्म, बसोबास, र नाताको तथ्यको रेकर्ड राख्छ।",
        "नागरिकता टोलीले सर्जमिनको क्रममा निवेदकको मतदाता परिचयपत्रको सक्कल प्रति जाँच गर्छ।",
        "राहदानीको विद्युतीय अभिलेखमा राहदानी जारी भएको मिति र अवधि समाप्त हुने मिति राखिन्छ।"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle

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  • 1_Pooling
    Add new SentenceTransformer model 10 months ago
  • .gitattributes
    1.52 kB
    initial commit 10 months ago
  • README.md
    32.2 kB
    Add new SentenceTransformer model 10 months ago
  • config.json
    617 Bytes
    Add new SentenceTransformer model 10 months ago
  • config_sentence_transformers.json
    205 Bytes
    Add new SentenceTransformer model 10 months ago
  • model.safetensors
    90.9 MB
    xet
    Add new SentenceTransformer model 10 months ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model 10 months ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model 10 months ago
  • special_tokens_map.json
    695 Bytes
    Add new SentenceTransformer model 10 months ago
  • tokenizer.json
    712 kB
    Add new SentenceTransformer model 10 months ago
  • tokenizer_config.json
    1.46 kB
    Add new SentenceTransformer model 10 months ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model 10 months ago