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README.md
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@@ -1373,7 +1373,7 @@ model-index:
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- type: map_at_5
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value: 15.716
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- type: mrr_at_1
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-
value: 66
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- type: mrr_at_10
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value: 74.263
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- type: mrr_at_100
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- type: ndcg_at_5
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value: 42.187000000000005
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- type: precision_at_1
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value: 66
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- type: precision_at_10
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value: 31.75
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- type: precision_at_100
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- type: map_at_5
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value: 0.915
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- type: mrr_at_1
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-
value: 80
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- type: mrr_at_10
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value: 87.167
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- type: mrr_at_100
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- type: mrr_at_5
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value: 87.167
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- type: ndcg_at_1
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-
value: 76
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- type: ndcg_at_10
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value: 69.757
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- type: ndcg_at_100
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- type: ndcg_at_5
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value: 72.225
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- type: precision_at_1
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-
value: 80
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- type: precision_at_10
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-
value: 75
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- type: precision_at_100
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value: 53.959999999999994
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- type: precision_at_1000
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- type: precision_at_3
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value: 76.667
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- type: precision_at_5
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-
value: 78
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- type: recall_at_1
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value: 0.21
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- type: recall_at_10
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@@ -4801,13 +4801,13 @@ model-index:
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revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
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metrics:
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- type: accuracy
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-
value: 74
|
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- type: f1
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value: 70.51022222222223
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- type: precision
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value: 69.29673599347512
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- type: recall
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-
value: 74
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- task:
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type: BitextMining
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dataset:
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@@ -5005,13 +5005,13 @@ model-index:
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revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
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metrics:
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- type: accuracy
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-
value: 87
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- type: f1
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value: 84.32412698412699
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- type: precision
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value: 83.25527777777778
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- type: recall
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-
value: 87
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- task:
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type: BitextMining
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dataset:
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@@ -5311,13 +5311,13 @@ model-index:
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revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
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metrics:
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- type: accuracy
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-
value: 94
|
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- type: f1
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value: 92.45333333333333
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- type: precision
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value: 91.79166666666667
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- type: recall
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-
value: 94
|
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- task:
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type: BitextMining
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dataset:
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@@ -5430,13 +5430,13 @@ model-index:
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revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
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metrics:
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- type: accuracy
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-
value: 85
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- type: f1
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value: 81.04666666666667
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- type: precision
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value: 79.25
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- type: recall
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-
value: 85
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- task:
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type: BitextMining
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dataset:
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@@ -5566,13 +5566,13 @@ model-index:
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revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
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metrics:
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- type: accuracy
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-
value: 96
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- type: f1
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value: 94.82333333333334
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- type: precision
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value: 94.27833333333334
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- type: recall
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-
value: 96
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- task:
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type: BitextMining
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dataset:
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- type: accuracy
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value: 94.6
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- type: f1
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-
value: 93
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- type: precision
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value: 92.23333333333333
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- type: recall
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- type: max_f1
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value: 77.87816307403935
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language:
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-
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---
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## Multilingual-E5-base
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@@ -6849,5 +6850,4 @@ If you find our paper or models helpful, please consider cite as follows:
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## Limitations
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-
Long texts will be truncated to at most 512 tokens.
|
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-
|
|
|
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- type: map_at_5
|
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value: 15.716
|
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- type: mrr_at_1
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+
value: 66
|
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- type: mrr_at_10
|
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value: 74.263
|
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- type: mrr_at_100
|
|
|
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- type: ndcg_at_5
|
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value: 42.187000000000005
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- type: precision_at_1
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+
value: 66
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- type: precision_at_10
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value: 31.75
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- type: precision_at_100
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|
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- type: map_at_5
|
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value: 0.915
|
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- type: mrr_at_1
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+
value: 80
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- type: mrr_at_10
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value: 87.167
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- type: mrr_at_100
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|
|
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- type: mrr_at_5
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value: 87.167
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- type: ndcg_at_1
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+
value: 76
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- type: ndcg_at_10
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value: 69.757
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- type: ndcg_at_100
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|
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- type: ndcg_at_5
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value: 72.225
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- type: precision_at_1
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+
value: 80
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- type: precision_at_10
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+
value: 75
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- type: precision_at_100
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value: 53.959999999999994
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- type: precision_at_1000
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|
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- type: precision_at_3
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value: 76.667
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- type: precision_at_5
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+
value: 78
|
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- type: recall_at_1
|
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value: 0.21
|
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- type: recall_at_10
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|
|
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revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
|
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metrics:
|
4803 |
- type: accuracy
|
4804 |
+
value: 74
|
4805 |
- type: f1
|
4806 |
value: 70.51022222222223
|
4807 |
- type: precision
|
4808 |
value: 69.29673599347512
|
4809 |
- type: recall
|
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+
value: 74
|
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- task:
|
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type: BitextMining
|
4813 |
dataset:
|
|
|
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revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
|
5006 |
metrics:
|
5007 |
- type: accuracy
|
5008 |
+
value: 87
|
5009 |
- type: f1
|
5010 |
value: 84.32412698412699
|
5011 |
- type: precision
|
5012 |
value: 83.25527777777778
|
5013 |
- type: recall
|
5014 |
+
value: 87
|
5015 |
- task:
|
5016 |
type: BitextMining
|
5017 |
dataset:
|
|
|
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revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
|
5312 |
metrics:
|
5313 |
- type: accuracy
|
5314 |
+
value: 94
|
5315 |
- type: f1
|
5316 |
value: 92.45333333333333
|
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- type: precision
|
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value: 91.79166666666667
|
5319 |
- type: recall
|
5320 |
+
value: 94
|
5321 |
- task:
|
5322 |
type: BitextMining
|
5323 |
dataset:
|
|
|
5430 |
revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
|
5431 |
metrics:
|
5432 |
- type: accuracy
|
5433 |
+
value: 85
|
5434 |
- type: f1
|
5435 |
value: 81.04666666666667
|
5436 |
- type: precision
|
5437 |
value: 79.25
|
5438 |
- type: recall
|
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+
value: 85
|
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- task:
|
5441 |
type: BitextMining
|
5442 |
dataset:
|
|
|
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revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
|
5567 |
metrics:
|
5568 |
- type: accuracy
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+
value: 96
|
5570 |
- type: f1
|
5571 |
value: 94.82333333333334
|
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- type: precision
|
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value: 94.27833333333334
|
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- type: recall
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+
value: 96
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- task:
|
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type: BitextMining
|
5578 |
dataset:
|
|
|
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- type: accuracy
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6164 |
value: 94.6
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- type: f1
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6166 |
+
value: 93
|
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- type: precision
|
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value: 92.23333333333333
|
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- type: recall
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- type: max_f1
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value: 77.87816307403935
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language:
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+
- multilingual
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+
- af
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- am
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- ar
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- as
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- az
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- be
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- bg
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- bn
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- br
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- bs
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- ca
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- cs
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- cy
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- da
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- de
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- el
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- en
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- eo
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- es
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- et
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- eu
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- fa
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- fi
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- fr
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- fy
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- ga
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- gd
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- gl
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- gu
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- ha
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- he
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- hi
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- hr
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- hu
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- hy
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- id
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- is
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- it
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- ja
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- jv
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- ka
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- kk
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- km
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- kn
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- ko
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- ku
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- ky
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- la
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- lo
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- lt
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- lv
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- mg
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- mk
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- ml
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- mn
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- mr
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- ms
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- my
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- ne
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- nl
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- 'no'
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- om
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- or
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- pa
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- pl
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- ps
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- pt
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- ro
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- ru
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- sa
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- sd
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- si
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- sk
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- sl
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- so
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- sq
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- sr
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- su
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- sv
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- sw
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- ta
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- te
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- th
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- tl
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- tr
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- ug
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- uk
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- ur
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- uz
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- vi
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- xh
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- yi
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- zh
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license: mit
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---
|
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|
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## Multilingual-E5-base
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|
|
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|
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## Limitations
|
6852 |
|
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+
Long texts will be truncated to at most 512 tokens.
|
|