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README.md
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@@ -454,7 +454,7 @@ Trained with a **Matryoshka loss**, allowing embeddings to be truncated with min
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```
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SentenceTransformer(
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(0): Transformer({'max_seq_length':
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(1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
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)
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```
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@@ -515,8 +515,8 @@ for doc, score in zip(sorted_docs, sorted_scores):
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| Model | dim_768 | dim_512 | dim_256 | dim_128 | dim_64 |
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|:--------------------|:-----------|:-----------|:-----------|:-----------|:-----------|
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| vietnamese-bi-encoder | 0.4645 | 0.4628 | 0.4494 | 0.4233 | 0.3744 |
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| sup-SimCSE-VietNamese-phobert-base | 0.4033 | 0.3902 | 0.3835 | 0.3785 | 0.3695 |
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| hiieu/halong_embedding | 0.6242 | 0.6134 | 0.5983 | 0.5878 | 0.5762 |
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| quanghuy123/LEGAL_EMBEDDING | 0.8112 | 0.8074 | 0.8022 | 0.7937 | 0.7718 |
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## Citation
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```
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SentenceTransformer(
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(0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: RobertaModel
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(1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
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)
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```
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| Model | dim_768 | dim_512 | dim_256 | dim_128 | dim_64 |
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|:--------------------|:-----------|:-----------|:-----------|:-----------|:-----------|
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| bkai-foundation-models/vietnamese-bi-encoder | 0.4645 | 0.4628 | 0.4494 | 0.4233 | 0.3744 |
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| VoVanPhuc/sup-SimCSE-VietNamese-phobert-base | 0.4033 | 0.3902 | 0.3835 | 0.3785 | 0.3695 |
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| hiieu/halong_embedding | 0.6242 | 0.6134 | 0.5983 | 0.5878 | 0.5762 |
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| quanghuy123/LEGAL_EMBEDDING | 0.8112 | 0.8074 | 0.8022 | 0.7937 | 0.7718 |
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## Citation
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