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DungHugging
/
mpnet-finetune-full

Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
dense
Generated from Trainer
dataset_size:2665
loss:OnlineContrastiveLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use DungHugging/mpnet-finetune-full with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use DungHugging/mpnet-finetune-full with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("DungHugging/mpnet-finetune-full")
    
    sentences = [
        "CCTG sẽ tự động tái tục cả gốc và lãi khi đến hạn",
        "CCTG không có tính năng tự động tái tục, vốn gốc sẽ chuyển sang lãi suất không kỳ hạn",
        "Tính toán chỉ số YTM (Yield to Maturity) cho G-Bond.",
        "xem sao kê chi tiết dòng tiền ra vào mọi lúc mọi nơi"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
mpnet-finetune-full
1.13 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
DungHugging's picture
DungHugging
Update mpnet with 3000 banking samples using LoRA
4f582ab verified 4 months ago
  • 1_Pooling
    Update mpnet with 3000 banking samples using LoRA 4 months ago
  • .gitattributes
    1.57 kB
    Update mpnet with 3000 banking samples using LoRA 4 months ago
  • README.md
    16.9 kB
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  • config.json
    691 Bytes
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  • config_sentence_transformers.json
    283 Bytes
    Update mpnet with 3000 banking samples using LoRA 4 months ago
  • model.safetensors
    1.11 GB
    xet
    Update mpnet with 3000 banking samples using LoRA 4 months ago
  • modules.json
    229 Bytes
    Update mpnet with 3000 banking samples using LoRA 4 months ago
  • sentence_bert_config.json
    57 Bytes
    Update mpnet with 3000 banking samples using LoRA 4 months ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Update mpnet with 3000 banking samples using LoRA 4 months ago
  • special_tokens_map.json
    964 Bytes
    Update mpnet with 3000 banking samples using LoRA 4 months ago
  • tokenizer.json
    17.1 MB
    xet
    Update mpnet with 3000 banking samples using LoRA 4 months ago
  • tokenizer_config.json
    1.37 kB
    Update mpnet with 3000 banking samples using LoRA 4 months ago