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hienNguyen197
/
my-embedding-gemma_v2

Sentence Similarity
sentence-transformers
Safetensors
gemma3_text
feature-extraction
dense
Generated from Trainer
dataset_size:2550
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use hienNguyen197/my-embedding-gemma_v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use hienNguyen197/my-embedding-gemma_v2 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("hienNguyen197/my-embedding-gemma_v2")
    
    sentences = [
        "Những khó khăn chính mà tiểu thủ công nghiệp gặp phải sau cải tạo là gì?",
        "Cải tạo đã mang lại những lợi ích gì cho tiểu thủ công nghiệp?",
        "Tên gọi của Làng Phù Lưu trong thế kỷ 17 là gì và quá trình nó trở thành một trung tâm giao thương diễn ra ra sao?",
        "Sau cải tạo, đâu là những trở ngại lớn nhất đối với các ngành tiểu thủ công nghiệp?"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
my-embedding-gemma_v2
1.27 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
hienNguyen197's picture
hienNguyen197
Add new SentenceTransformer model
ea2df97 verified 7 months ago
  • 1_Pooling
    Add new SentenceTransformer model 7 months ago
  • 2_Dense
    Add new SentenceTransformer model 7 months ago
  • 3_Dense
    Add new SentenceTransformer model 7 months ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model 7 months ago
  • README.md
    22.7 kB
    Add new SentenceTransformer model 7 months ago
  • added_tokens.json
    35 Bytes
    Add new SentenceTransformer model 7 months ago
  • config.json
    1.49 kB
    Add new SentenceTransformer model 7 months ago
  • config_sentence_transformers.json
    997 Bytes
    Add new SentenceTransformer model 7 months ago
  • model.safetensors
    1.21 GB
    xet
    Add new SentenceTransformer model 7 months ago
  • modules.json
    573 Bytes
    Add new SentenceTransformer model 7 months ago
  • sentence_bert_config.json
    58 Bytes
    Add new SentenceTransformer model 7 months ago
  • special_tokens_map.json
    662 Bytes
    Add new SentenceTransformer model 7 months ago
  • tokenizer.json
    33.4 MB
    xet
    Add new SentenceTransformer model 7 months ago
  • tokenizer.model
    4.69 MB
    xet
    Add new SentenceTransformer model 7 months ago
  • tokenizer_config.json
    1.16 MB
    Add new SentenceTransformer model 7 months ago