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dangvantuan
/
vietnamese-embedding

Sentence Similarity
sentence-transformers
ONNX
Safetensors
Transformers
Vietnamese
roberta
feature-extraction
phobert
vietnamese
sentence-embedding
Model card Files Files and versions
xet
Community
8

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

  • Libraries
  • sentence-transformers

    How to use dangvantuan/vietnamese-embedding with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("dangvantuan/vietnamese-embedding")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Transformers

    How to use dangvantuan/vietnamese-embedding with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("dangvantuan/vietnamese-embedding")
    model = AutoModel.from_pretrained("dangvantuan/vietnamese-embedding")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
New discussion
Resources
  • PR & discussions documentation
  • Code of Conduct
  • Hub documentation

ONNX version for dangvantuan/vietnamese-embedding

#6 opened about 1 year ago by
laituanmanh32

max_seq_length

👍 1
1
#5 opened over 1 year ago by
truong1301

How to use this model with vectordb

2
#4 opened over 1 year ago by
dimacat

The context length does not match

1
#3 opened about 2 years ago by
NghiemAbe

Error index out of range in model vietnamese-embedding for training with sentence-transformers

3
#2 opened about 2 years ago by
minhquy1624

Cannot use for RAG embedding using Llama-Index but "vietgpt/vietnamese-sbert" and others work pretty well

3
#1 opened about 2 years ago by
ngtrphuong
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