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yenstdi
/
embbedding_text_1111

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:50
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use yenstdi/embbedding_text_1111 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use yenstdi/embbedding_text_1111 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("yenstdi/embbedding_text_1111")
    
    sentences = [
        "定期定額投資的優缺點",
        "近年來大型語言模型與擴散模型在圖像與文本生成領域取得突破性進展。",
        "國際間的生產與物流體系正在發生重大的組織變革與調整。",
        "透過固定金額長期投入,投資者能有效攤平市場波動帶來的成本風險,但可能在強勁牛市中錯失更高的單筆申購報酬。"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
embbedding_text_1111
16.9 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 6 commits
yenstdi's picture
yenstdi
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b91f9b9 verified 5 months ago
  • 1_Pooling
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  • checkpoint-10
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  • checkpoint-12
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  • checkpoint-8
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  • checkpoint-9
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  • eval
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  • .gitattributes
    1.52 kB
    initial commit 5 months ago
  • README.md
    16.7 kB
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  • config.json
    912 Bytes
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  • config_sentence_transformers.json
    283 Bytes
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  • model.safetensors
    1.3 GB
    xet
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  • modules.json
    349 Bytes
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  • sentence_bert_config.json
    56 Bytes
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  • similarity_evaluation_validation_results.csv
    59 Bytes
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  • special_tokens_map.json
    695 Bytes
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  • tokenizer.json
    439 kB
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  • tokenizer_config.json
    1.27 kB
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  • vocab.txt
    110 kB
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