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‎README.md‎

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@@ -57,6 +57,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
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| [all-IndoBERT Base](https://huggingface.co/LazarusNLP/all-indobert-base) | 125M | [IndoBERT Base](https://huggingface.co/indobenchmark/indobert-base-p1) | N/A | See: [README](./training/all/) | ✅ |
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| [all-IndoBERT Base-v2](https://huggingface.co/LazarusNLP/all-indobert-base-v2) | 125M | [IndoBERT Base](https://huggingface.co/indobenchmark/indobert-base-p1) | N/A | See: [README](./training/all/) | ✅ |
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| [all-Indo-e5 Small-v2](https://huggingface.co/LazarusNLP/all-indo-e5-small-v2) | 118M | [multilingual-e5-small](https://huggingface.co/intfloat/multilingual-e5-small) | N/A | See: [README](./training/all/) | ✅ |
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| [all-Indo-e5 Small-v3](https://huggingface.co/LazarusNLP/all-indo-e5-small-v3) | 118M | [multilingual-e5-small](https://huggingface.co/intfloat/multilingual-e5-small) | N/A | See: [README](./training/all/) | ✅ |
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| [distiluse-base-multilingual-cased-v2](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2) | 134M | [DistilBERT Base Multilingual](https://huggingface.co/distilbert-base-multilingual-cased) | mUSE | See: [SBERT](https://www.sbert.net/docs/pretrained_models.html#model-overview) | ✅ |
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| [paraphrase-multilingual-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2) | 125M | [XLM-RoBERTa Base](https://huggingface.co/xlm-roberta-base) | [paraphrase-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-mpnet-base-v2) | See: [SBERT](https://www.sbert.net/docs/pretrained_models.html#model-overview) | ✅ |
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| [multilingual-e5-small](https://huggingface.co/intfloat/multilingual-e5-small) | 118M | [Multilingual-MiniLM-L12-H384](https://huggingface.co/microsoft/Multilingual-MiniLM-L12-H384) | See: [arXiv](https://arxiv.org/abs/2212.03533) | See: [🤗](https://huggingface.co/intfloat/multilingual-e5-small) | ✅ |
@@ -89,6 +90,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
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| [all-IndoBERT Base](https://huggingface.co/LazarusNLP/all-indobert-base) | 73.84 |
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| [all-IndoBERT Base-v2](https://huggingface.co/LazarusNLP/all-indobert-base-v2) | 76.03 |
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| [all-Indo-e5 Small-v2](https://huggingface.co/LazarusNLP/all-indo-e5-small-v2) | 79.57 |
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| [all-Indo-e5 Small-v3](https://huggingface.co/LazarusNLP/all-indo-e5-small-v3) | 79.95 |
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| [distiluse-base-multilingual-cased-v2](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2) | 75.08 |
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| [paraphrase-multilingual-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2) | **83.83** |
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| [multilingual-e5-small](https://huggingface.co/intfloat/multilingual-e5-small) | 78.89 |
@@ -110,6 +112,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
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| [all-IndoBERT Base](https://huggingface.co/LazarusNLP/all-indobert-base) | 65.52 | 75.92 | 70.13 |
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| [all-IndoBERT Base-v2](https://huggingface.co/LazarusNLP/all-indobert-base-v2) | 67.18 | 76.59 | 70.16 |
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| [all-Indo-e5 Small-v2](https://huggingface.co/LazarusNLP/all-indo-e5-small-v2) | 68.33 | 78.33 | 73.04 |
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| [all-Indo-e5 Small-v3](https://huggingface.co/LazarusNLP/all-indo-e5-small-v3) | 68.12 | 78.22 | 73.09 |
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| [distiluse-base-multilingual-cased-v2](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2) | 41.35 | 54.93 | 48.79 |
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| [paraphrase-multilingual-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2) | 52.81 | 65.07 | 57.97 |
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| [multilingual-e5-small](https://huggingface.co/intfloat/multilingual-e5-small) | 70.20 | 79.61 | 74.80 |
@@ -129,6 +132,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
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| [all-IndoBERT Base](https://huggingface.co/LazarusNLP/all-indobert-base) | 88.14 | 91.47 | 92.91 |
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| [all-IndoBERT Base-v2](https://huggingface.co/LazarusNLP/all-indobert-base-v2) | 87.61 | 90.91 | 92.31 |
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| [all-Indo-e5 Small-v2](https://huggingface.co/LazarusNLP/all-indo-e5-small-v2) | 93.27 | 95.63 | 96.46 |
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| [all-Indo-e5 Small-v3](https://huggingface.co/LazarusNLP/all-indo-e5-small-v3) | 93.27 | 95.72 | 96.58 |
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| [distiluse-base-multilingual-cased-v2](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2) | 70.44 | 77.94 | 81.56 |
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| [paraphrase-multilingual-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2) | 81.41 | 87.05 | 89.44 |
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| [multilingual-e5-small](https://huggingface.co/intfloat/multilingual-e5-small) | 91.50 | 94.34 | 95.39 |
@@ -150,6 +154,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
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| [all-IndoBERT Base](https://huggingface.co/LazarusNLP/all-indobert-base) | 58.40 | 57.21 |
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| [all-IndoBERT Base-v2](https://huggingface.co/LazarusNLP/all-indobert-base-v2) | 58.31 | 57.11 |
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| [all-Indo-e5 Small-v2](https://huggingface.co/LazarusNLP/all-indo-e5-small-v2) | 61.51 | 59.24 |
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| [all-Indo-e5 Small-v3](https://huggingface.co/LazarusNLP/all-indo-e5-small-v3) | 61.63 | 59.29 |
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| [distiluse-base-multilingual-cased-v2](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2) | 55.99 | 52.44 |
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| [paraphrase-multilingual-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2) | 65.43 | 63.55 |
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| [multilingual-e5-small](https://huggingface.co/intfloat/multilingual-e5-small) | 64.16 | 61.33 |
@@ -169,6 +174,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
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| [all-IndoBERT Base](https://huggingface.co/LazarusNLP/all-indobert-base) | 66.37 | 66.31 |
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| [all-IndoBERT Base-v2](https://huggingface.co/LazarusNLP/all-indobert-base-v2) | 66.02 | 65.97 |
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| [all-Indo-e5 Small-v2](https://huggingface.co/LazarusNLP/all-indo-e5-small-v2) | 67.02 | 66.86 |
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| [all-Indo-e5 Small-v3](https://huggingface.co/LazarusNLP/all-indo-e5-small-v3) | 67.27 | 67.13 |
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| [distiluse-base-multilingual-cased-v2](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2) | 65.25 | 63.45 |
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| [paraphrase-multilingual-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2) | 70.72 | 70.58 |
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| [multilingual-e5-small](https://huggingface.co/intfloat/multilingual-e5-small) | 67.92 | 67.23 |
@@ -188,6 +194,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
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| [all-IndoBERT Base](https://huggingface.co/LazarusNLP/all-indobert-base) | 57.27 | 57.47 |
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| [all-IndoBERT Base-v2](https://huggingface.co/LazarusNLP/all-indobert-base-v2) | 58.86 | 59.31 |
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| [all-Indo-e5 Small-v2](https://huggingface.co/LazarusNLP/all-indo-e5-small-v2) | 58.18 | 57.99 |
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| [all-Indo-e5 Small-v3](https://huggingface.co/LazarusNLP/all-indo-e5-small-v3) | 56.81 | 56.46 |
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| [distiluse-base-multilingual-cased-v2](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2) | 63.63 | 64.13 |
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| [paraphrase-multilingual-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2) | 63.18 | 63.78 |
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| [multilingual-e5-small](https://huggingface.co/intfloat/multilingual-e5-small) | 64.54 | 65.04 |
@@ -207,6 +214,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
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| [all-IndoBERT Base](https://huggingface.co/LazarusNLP/all-indobert-base) | 84.4 | 79.79 |
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| [all-IndoBERT Base-v2](https://huggingface.co/LazarusNLP/all-indobert-base-v2) | 83.4 | 79.04 |
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| [all-Indo-e5 Small-v2](https://huggingface.co/LazarusNLP/all-indo-e5-small-v2) | 82.0 | 78.15 |
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| [all-Indo-e5 Small-v3](https://huggingface.co/LazarusNLP/all-indo-e5-small-v3) | 82.6 | 78.98 |
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| [distiluse-base-multilingual-cased-v2](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2) | 78.8 | 73.64 |
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| [paraphrase-multilingual-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2) | 89.6 | **86.56** |
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| [multilingual-e5-small](https://huggingface.co/intfloat/multilingual-e5-small) | 83.6 | 79.51 |
@@ -228,6 +236,7 @@ Like SimCSE, [ConGen: Unsupervised Control and Generalization Distillation For S
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| [all-IndoBERT Base](https://huggingface.co/LazarusNLP/all-indobert-base) | 72.01 | 56.79 |
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| [all-IndoBERT Base-v2](https://huggingface.co/LazarusNLP/all-indobert-base-v2) | 71.36 | 56.83 |
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| [all-Indo-e5 Small-v2](https://huggingface.co/LazarusNLP/all-indo-e5-small-v2) | **76.29** | 57.05 |
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| [all-Indo-e5 Small-v3](https://huggingface.co/LazarusNLP/all-indo-e5-small-v3) | 75.21 | 56.62 |
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| [distiluse-base-multilingual-cased-v2](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2) | 58.48 | 50.50 |
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| [paraphrase-multilingual-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2) | 74.87 | **57.96** |
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| [multilingual-e5-small](https://huggingface.co/intfloat/multilingual-e5-small) | 63.97 | 51.85 |

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