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KyzenLamar
/
term-analysis-embedder

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:3328
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use KyzenLamar/term-analysis-embedder with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use KyzenLamar/term-analysis-embedder with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("KyzenLamar/term-analysis-embedder")
    
    sentences = [
        "У тексті вжито: 3. Висока воєнна загроза може призвести до військового конфлікту.",
        "4. Для забезпечення ефективності дій учасників військових операцій необхідно вдосконалювати сумісність видової розвідки.",
        "4. АЛМ є важливим інструментом для забезпечення безпеки країни",
        "3. Висока воєнна загроза може призвести до військового конфлікту"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
term-analysis-embedder
503 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
KyzenLamar's picture
KyzenLamar
chore: track model/tokenizer files via Git LFS
b4fbe07 9 months ago
  • 1_Pooling
    Initial upload of fine-tuned SentenceTransformer model 9 months ago
  • eval
    Initial upload of fine-tuned SentenceTransformer model 9 months ago
  • .gitattributes
    1.67 kB
    initial commit 9 months ago
  • README.md
    19.4 kB
    Initial upload of fine-tuned SentenceTransformer model 9 months ago
  • config.json
    619 Bytes
    Initial upload of fine-tuned SentenceTransformer model 9 months ago
  • config_sentence_transformers.json
    283 Bytes
    Initial upload of fine-tuned SentenceTransformer model 9 months ago
  • model.safetensors
    471 MB
    xet
    Initial upload of fine-tuned SentenceTransformer model 9 months ago
  • modules.json
    229 Bytes
    Initial upload of fine-tuned SentenceTransformer model 9 months ago
  • sentence_bert_config.json
    57 Bytes
    Initial upload of fine-tuned SentenceTransformer model 9 months ago
  • special_tokens_map.json
    964 Bytes
    Initial upload of fine-tuned SentenceTransformer model 9 months ago
  • tokenizer.json
    17.1 MB
    xet
    Initial upload of fine-tuned SentenceTransformer model 9 months ago
  • tokenizer_config.json
    1.45 kB
    Initial upload of fine-tuned SentenceTransformer model 9 months ago
  • unigram.json
    14.8 MB
    xet
    Initial upload of fine-tuned SentenceTransformer model 9 months ago