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trmteb
/
berturk-base_fine_tuned

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
Generated from Trainer
dataset_size:1533351
loss:MultipleNegativesRankingLoss
loss:SoftmaxLoss
loss:CoSENTLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use trmteb/berturk-base_fine_tuned with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use trmteb/berturk-base_fine_tuned with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("trmteb/berturk-base_fine_tuned")
    
    sentences = [
        "CIA, filmi indirdi ve filmi ertesi gün Birleşmiş Milletlere götürdü.",
        "Bir açıklama yapmalısın! Wolverstone'a ne oldu?",
        "CIA, BM’nin filmi hemen görmesi gerektiğini düşünüyordu.",
        "Benim yolum en zor yoldur."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
berturk-base_fine_tuned
444 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
TR-MTEB's picture
TR-MTEB
Add new SentenceTransformer model
9a2b071 verified 12 months ago
  • 1_Pooling
    Add new SentenceTransformer model 12 months ago
  • .gitattributes
    1.52 kB
    initial commit 12 months ago
  • README.md
    110 kB
    Add new SentenceTransformer model 12 months ago
  • config.json
    583 Bytes
    Add new SentenceTransformer model 12 months ago
  • config_sentence_transformers.json
    205 Bytes
    Add new SentenceTransformer model 12 months ago
  • model.safetensors
    442 MB
    xet
    Add new SentenceTransformer model 12 months ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model 12 months ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model 12 months ago
  • special_tokens_map.json
    695 Bytes
    Add new SentenceTransformer model 12 months ago
  • tokenizer.json
    766 kB
    Add new SentenceTransformer model 12 months ago
  • tokenizer_config.json
    1.47 kB
    Add new SentenceTransformer model 12 months ago
  • vocab.txt
    263 kB
    Add new SentenceTransformer model 12 months ago