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trmteb
/
multilingual-e5-base_fine_tuned

Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
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/multilingual-e5-base_fine_tuned with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use trmteb/multilingual-e5-base_fine_tuned with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("trmteb/multilingual-e5-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
multilingual-e5-base_fine_tuned
1.13 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
TR-MTEB's picture
TR-MTEB
Add new SentenceTransformer model
aaf3bac verified 12 months ago
  • 1_Pooling
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  • .gitattributes
    1.57 kB
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  • README.md
    107 kB
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  • config.json
    662 Bytes
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  • config_sentence_transformers.json
    205 Bytes
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  • model.safetensors
    1.11 GB
    xet
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  • modules.json
    349 Bytes
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  • sentence_bert_config.json
    53 Bytes
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  • sentencepiece.bpe.model
    5.07 MB
    xet
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  • special_tokens_map.json
    964 Bytes
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  • tokenizer.json
    17.1 MB
    xet
    Add new SentenceTransformer model 12 months ago
  • tokenizer_config.json
    1.37 kB
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