Sentence Similarity
sentence-transformers
ONNX
Safetensors
Vietnamese
xlm-roberta
Embedding
text-embeddings-inference
Instructions to use AITeamVN/Vietnamese_Embedding with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use AITeamVN/Vietnamese_Embedding with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("AITeamVN/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] - Inference
- Notebooks
- Google Colab
- Kaggle
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Verified signature| Model | Accuracy@1 | Accuracy@3 | Accuracy@5 | Accuracy@10 | Precision@1 | Precision@3 | Precision@5 | Precision@10 | Recall@1 | Recall@3 | Recall@5 | Recall@10 | NDCG@10 | MRR@10 | MAP@100 | |----------------------|------------|------------|------------|-------------|-------------|--------------|--------------|---------------|-----------|-----------|-----------|------------|---------|--------|---------| | vietnamese-bi-encoder | 0.8169 | 0.9108 | 0.9437 | 0.9640 | 0.8169 | 0.3099 | 0.1931 | 0.0987 | 0.8020 | 0.9045 | 0.9390 | 0.9601 | 0.8882 | 0.8685 | 0.8652 | | sup-SimCSE-VietNamese-phobert-base | 0.5540 | 0.7308 | 0.7981 | 0.8748 | 0.5540 | 0.2473 | 0.1621 | 0.0892 | 0.5446 | 0.7246 | 0.7903 | 0.8693 | 0.7068 | 0.6587 | 0.6592 | | halong_embedding (768) | 0.8294 | 0.9233 | 0.9437 | 0.9687 | 0.8294 | 0.3…ff78936 -
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