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README.md
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@@ -1,6 +1,677 @@
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---
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quantized_by: bartowski
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pipeline_tag: text-generation
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4 |
---
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## Llamacpp Static Quantizations of granite-embedding-278m-multilingual
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1 |
---
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quantized_by: bartowski
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pipeline_tag: text-generation
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+
language:
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- en
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- ar
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- cs
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- de
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- es
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- fr
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- it
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- ja
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- ko
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- nl
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- pt
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- zh
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tags:
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- language
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- granite
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- embeddings
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- multilingual
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license: apache-2.0
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base_model: ibm-granite/granite-embedding-278m-multilingual
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model-index:
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- name: ibm-granite/granite-embedding-278m-multilingual
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results:
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- task:
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type: Retrieval
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dataset:
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name: Miracl (en)
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type: miracl/mmteb-miracl
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config: en
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split: dev
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metrics:
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- type: ndcg_at_1
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value: 0.45557
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- type: ndcg_at_10
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value: 0.49372
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- type: ndcg_at_100
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value: 0.5728
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- type: ndcg_at_1000
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value: 0.59187
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- type: ndcg_at_20
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value: 0.52863
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- type: ndcg_at_3
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value: 0.43969
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- type: ndcg_at_5
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value: 0.45551
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- type: recall_at_1
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value: 0.21785
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- type: recall_at_10
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value: 0.59513
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- type: recall_at_100
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value: 0.85785
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- type: recall_at_1000
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value: 0.96041
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- type: recall_at_20
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value: 0.69357
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- type: recall_at_3
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value: 0.40403
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- type: recall_at_5
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value: 0.48499
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- task:
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type: Retrieval
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dataset:
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name: Miracl (ar)
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type: miracl/mmteb-miracl
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config: ar
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split: dev
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metrics:
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- type: ndcg_at_1
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value: 0.57459
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- type: ndcg_at_10
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value: 0.64238
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- type: ndcg_at_100
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value: 0.6867
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- type: ndcg_at_1000
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value: 0.6951
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- type: ndcg_at_20
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value: 0.66455
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- type: ndcg_at_3
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value: 0.58162
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- type: ndcg_at_5
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value: 0.60831
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- type: recall_at_1
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value: 0.38064
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- type: recall_at_10
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value: 0.75098
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- type: recall_at_100
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value: 0.91203
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- type: recall_at_1000
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value: 0.96706
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- type: recall_at_20
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value: 0.81978
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- type: recall_at_3
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value: 0.58618
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- type: recall_at_5
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value: 0.66353
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- task:
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type: Retrieval
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dataset:
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name: Miracl (bn)
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type: miracl/mmteb-miracl
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config: bn
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split: dev
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metrics:
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- type: ndcg_at_1
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value: 0.60341
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- type: ndcg_at_10
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value: 0.68055
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- type: ndcg_at_100
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value: 0.72008
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- type: ndcg_at_1000
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value: 0.72716
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- type: ndcg_at_20
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value: 0.69914
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- type: ndcg_at_3
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value: 0.60805
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- type: ndcg_at_5
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value: 0.64486
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- type: recall_at_1
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value: 0.37948
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- type: recall_at_10
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value: 0.80609
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- type: recall_at_100
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value: 0.94305
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- type: recall_at_1000
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value: 0.98625
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- type: recall_at_20
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value: 0.86141
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- type: recall_at_3
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value: 0.61095
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- type: recall_at_5
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value: 0.71316
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- task:
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type: Retrieval
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dataset:
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name: Miracl (de)
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type: miracl/mmteb-miracl
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config: de
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split: dev
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metrics:
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- type: ndcg_at_1
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value: 0.45574
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- type: ndcg_at_10
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146 |
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value: 0.48123
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- type: ndcg_at_100
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148 |
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value: 0.56049
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- type: ndcg_at_1000
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150 |
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value: 0.57979
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- type: ndcg_at_20
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152 |
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value: 0.51785
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- type: ndcg_at_3
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154 |
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value: 0.41243
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- type: ndcg_at_5
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156 |
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value: 0.4386
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- type: recall_at_1
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value: 0.20401
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- type: recall_at_10
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value: 0.58779
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- type: recall_at_100
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value: 0.8584
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- type: recall_at_1000
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164 |
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value: 0.97364
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- type: recall_at_20
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value: 0.69061
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- type: recall_at_3
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value: 0.36573
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- type: recall_at_5
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170 |
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value: 0.47495
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171 |
+
- task:
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172 |
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type: Retrieval
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173 |
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dataset:
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name: Miracl (es)
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type: miracl/mmteb-miracl
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config: es
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split: dev
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178 |
+
metrics:
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- type: ndcg_at_1
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180 |
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value: 0.5571
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- type: ndcg_at_10
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182 |
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value: 0.49688
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+
- type: ndcg_at_100
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184 |
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value: 0.60493
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- type: ndcg_at_1000
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186 |
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value: 0.62922
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- type: ndcg_at_20
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value: 0.54438
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- type: ndcg_at_3
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value: 0.47981
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- type: ndcg_at_5
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value: 0.46584
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- type: recall_at_1
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value: 0.1638
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- type: recall_at_10
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value: 0.54155
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- type: recall_at_100
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value: 0.85136
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- type: recall_at_1000
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value: 0.96951
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- type: recall_at_20
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value: 0.65329
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- type: recall_at_3
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value: 0.31503
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- type: recall_at_5
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value: 0.40356
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+
- task:
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208 |
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type: Retrieval
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209 |
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dataset:
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name: Miracl (fa)
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type: miracl/mmteb-miracl
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212 |
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config: fa
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split: dev
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metrics:
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- type: ndcg_at_1
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216 |
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value: 0.39873
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- type: ndcg_at_10
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218 |
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value: 0.50226
|
219 |
+
- type: ndcg_at_100
|
220 |
+
value: 0.56517
|
221 |
+
- type: ndcg_at_1000
|
222 |
+
value: 0.57967
|
223 |
+
- type: ndcg_at_20
|
224 |
+
value: 0.5292
|
225 |
+
- type: ndcg_at_3
|
226 |
+
value: 0.42738
|
227 |
+
- type: ndcg_at_5
|
228 |
+
value: 0.45843
|
229 |
+
- type: recall_at_1
|
230 |
+
value: 0.25369
|
231 |
+
- type: recall_at_10
|
232 |
+
value: 0.63776
|
233 |
+
- type: recall_at_100
|
234 |
+
value: 0.87686
|
235 |
+
- type: recall_at_1000
|
236 |
+
value: 0.9671
|
237 |
+
- type: recall_at_20
|
238 |
+
value: 0.72099
|
239 |
+
- type: recall_at_3
|
240 |
+
value: 0.43808
|
241 |
+
- type: recall_at_5
|
242 |
+
value: 0.52378
|
243 |
+
- task:
|
244 |
+
type: Retrieval
|
245 |
+
dataset:
|
246 |
+
name: Miracl (fi)
|
247 |
+
type: miracl/mmteb-miracl
|
248 |
+
config: fi
|
249 |
+
split: dev
|
250 |
+
metrics:
|
251 |
+
- type: ndcg_at_1
|
252 |
+
value: 0.60818
|
253 |
+
- type: ndcg_at_10
|
254 |
+
value: 0.6746
|
255 |
+
- type: ndcg_at_100
|
256 |
+
value: 0.71516
|
257 |
+
- type: ndcg_at_1000
|
258 |
+
value: 0.7218
|
259 |
+
- type: ndcg_at_20
|
260 |
+
value: 0.69692
|
261 |
+
- type: ndcg_at_3
|
262 |
+
value: 0.6006
|
263 |
+
- type: ndcg_at_5
|
264 |
+
value: 0.63842
|
265 |
+
- type: recall_at_1
|
266 |
+
value: 0.39264
|
267 |
+
- type: recall_at_10
|
268 |
+
value: 0.78577
|
269 |
+
- type: recall_at_100
|
270 |
+
value: 0.93291
|
271 |
+
- type: recall_at_1000
|
272 |
+
value: 0.97493
|
273 |
+
- type: recall_at_20
|
274 |
+
value: 0.85435
|
275 |
+
- type: recall_at_3
|
276 |
+
value: 0.61055
|
277 |
+
- type: recall_at_5
|
278 |
+
value: 0.69774
|
279 |
+
- task:
|
280 |
+
type: Retrieval
|
281 |
+
dataset:
|
282 |
+
name: Miracl (fr)
|
283 |
+
type: miracl/mmteb-miracl
|
284 |
+
config: fr
|
285 |
+
split: dev
|
286 |
+
metrics:
|
287 |
+
- type: ndcg_at_1
|
288 |
+
value: 0.3965
|
289 |
+
- type: ndcg_at_10
|
290 |
+
value: 0.49891
|
291 |
+
- type: ndcg_at_100
|
292 |
+
value: 0.56492
|
293 |
+
- type: ndcg_at_1000
|
294 |
+
value: 0.57837
|
295 |
+
- type: ndcg_at_20
|
296 |
+
value: 0.53163
|
297 |
+
- type: ndcg_at_3
|
298 |
+
value: 0.39843
|
299 |
+
- type: ndcg_at_5
|
300 |
+
value: 0.44416
|
301 |
+
- type: recall_at_1
|
302 |
+
value: 0.22644
|
303 |
+
- type: recall_at_10
|
304 |
+
value: 0.65169
|
305 |
+
- type: recall_at_100
|
306 |
+
value: 0.89786
|
307 |
+
- type: recall_at_1000
|
308 |
+
value: 0.98081
|
309 |
+
- type: recall_at_20
|
310 |
+
value: 0.75338
|
311 |
+
- type: recall_at_3
|
312 |
+
value: 0.39798
|
313 |
+
- type: recall_at_5
|
314 |
+
value: 0.51001
|
315 |
+
- task:
|
316 |
+
type: Retrieval
|
317 |
+
dataset:
|
318 |
+
name: Miracl (hi)
|
319 |
+
type: miracl/mmteb-miracl
|
320 |
+
config: hi
|
321 |
+
split: dev
|
322 |
+
metrics:
|
323 |
+
- type: ndcg_at_1
|
324 |
+
value: 0.36857
|
325 |
+
- type: ndcg_at_10
|
326 |
+
value: 0.46141
|
327 |
+
- type: ndcg_at_100
|
328 |
+
value: 0.52565
|
329 |
+
- type: ndcg_at_1000
|
330 |
+
value: 0.54319
|
331 |
+
- type: ndcg_at_20
|
332 |
+
value: 0.49384
|
333 |
+
- type: ndcg_at_3
|
334 |
+
value: 0.39469
|
335 |
+
- type: ndcg_at_5
|
336 |
+
value: 0.4184
|
337 |
+
- type: recall_at_1
|
338 |
+
value: 0.20185
|
339 |
+
- type: recall_at_10
|
340 |
+
value: 0.59474
|
341 |
+
- type: recall_at_100
|
342 |
+
value: 0.83385
|
343 |
+
- type: recall_at_1000
|
344 |
+
value: 0.94813
|
345 |
+
- type: recall_at_20
|
346 |
+
value: 0.69437
|
347 |
+
- type: recall_at_3
|
348 |
+
value: 0.38993
|
349 |
+
- type: recall_at_5
|
350 |
+
value: 0.47881
|
351 |
+
- task:
|
352 |
+
type: Retrieval
|
353 |
+
dataset:
|
354 |
+
name: Miracl (id)
|
355 |
+
type: miracl/mmteb-miracl
|
356 |
+
config: id
|
357 |
+
split: dev
|
358 |
+
metrics:
|
359 |
+
- type: ndcg_at_1
|
360 |
+
value: 0.46354
|
361 |
+
- type: ndcg_at_10
|
362 |
+
value: 0.47229
|
363 |
+
- type: ndcg_at_100
|
364 |
+
value: 0.5525
|
365 |
+
- type: ndcg_at_1000
|
366 |
+
value: 0.57648
|
367 |
+
- type: ndcg_at_20
|
368 |
+
value: 0.50606
|
369 |
+
- type: ndcg_at_3
|
370 |
+
value: 0.42538
|
371 |
+
- type: ndcg_at_5
|
372 |
+
value: 0.43717
|
373 |
+
- type: recall_at_1
|
374 |
+
value: 0.20787
|
375 |
+
- type: recall_at_10
|
376 |
+
value: 0.54771
|
377 |
+
- type: recall_at_100
|
378 |
+
value: 0.80689
|
379 |
+
- type: recall_at_1000
|
380 |
+
value: 0.94032
|
381 |
+
- type: recall_at_20
|
382 |
+
value: 0.63842
|
383 |
+
- type: recall_at_3
|
384 |
+
value: 0.36229
|
385 |
+
- type: recall_at_5
|
386 |
+
value: 0.44437
|
387 |
+
- task:
|
388 |
+
type: Retrieval
|
389 |
+
dataset:
|
390 |
+
name: Miracl (ja)
|
391 |
+
type: miracl/mmteb-miracl
|
392 |
+
config: ja
|
393 |
+
split: dev
|
394 |
+
metrics:
|
395 |
+
- type: ndcg_at_1
|
396 |
+
value: 0.56279
|
397 |
+
- type: ndcg_at_10
|
398 |
+
value: 0.6281
|
399 |
+
- type: ndcg_at_100
|
400 |
+
value: 0.67757
|
401 |
+
- type: ndcg_at_1000
|
402 |
+
value: 0.68667
|
403 |
+
- type: ndcg_at_20
|
404 |
+
value: 0.6521
|
405 |
+
- type: ndcg_at_3
|
406 |
+
value: 0.56226
|
407 |
+
- type: ndcg_at_5
|
408 |
+
value: 0.5866
|
409 |
+
- type: recall_at_1
|
410 |
+
value: 0.36648
|
411 |
+
- type: recall_at_10
|
412 |
+
value: 0.7496
|
413 |
+
- type: recall_at_100
|
414 |
+
value: 0.92461
|
415 |
+
- type: recall_at_1000
|
416 |
+
value: 0.97827
|
417 |
+
- type: recall_at_20
|
418 |
+
value: 0.82326
|
419 |
+
- type: recall_at_3
|
420 |
+
value: 0.55845
|
421 |
+
- type: recall_at_5
|
422 |
+
value: 0.63854
|
423 |
+
- task:
|
424 |
+
type: Retrieval
|
425 |
+
dataset:
|
426 |
+
name: Miracl (ko)
|
427 |
+
type: miracl/mmteb-miracl
|
428 |
+
config: ko
|
429 |
+
split: dev
|
430 |
+
metrics:
|
431 |
+
- type: ndcg_at_1
|
432 |
+
value: 0.52582
|
433 |
+
- type: ndcg_at_10
|
434 |
+
value: 0.59216
|
435 |
+
- type: ndcg_at_100
|
436 |
+
value: 0.65093
|
437 |
+
- type: ndcg_at_1000
|
438 |
+
value: 0.66204
|
439 |
+
- type: ndcg_at_20
|
440 |
+
value: 0.62427
|
441 |
+
- type: ndcg_at_3
|
442 |
+
value: 0.5373
|
443 |
+
- type: ndcg_at_5
|
444 |
+
value: 0.55886
|
445 |
+
- type: recall_at_1
|
446 |
+
value: 0.30521
|
447 |
+
- type: recall_at_10
|
448 |
+
value: 0.71159
|
449 |
+
- type: recall_at_100
|
450 |
+
value: 0.90203
|
451 |
+
- type: recall_at_1000
|
452 |
+
value: 0.96714
|
453 |
+
- type: recall_at_20
|
454 |
+
value: 0.80209
|
455 |
+
- type: recall_at_3
|
456 |
+
value: 0.515
|
457 |
+
- type: recall_at_5
|
458 |
+
value: 0.6071
|
459 |
+
- task:
|
460 |
+
type: Retrieval
|
461 |
+
dataset:
|
462 |
+
name: Miracl (ru)
|
463 |
+
type: miracl/mmteb-miracl
|
464 |
+
config: ru
|
465 |
+
split: dev
|
466 |
+
metrics:
|
467 |
+
- type: ndcg_at_1
|
468 |
+
value: 0.47524
|
469 |
+
- type: ndcg_at_10
|
470 |
+
value: 0.52349
|
471 |
+
- type: ndcg_at_100
|
472 |
+
value: 0.59725
|
473 |
+
- type: ndcg_at_1000
|
474 |
+
value: 0.61313
|
475 |
+
- type: ndcg_at_20
|
476 |
+
value: 0.55669
|
477 |
+
- type: ndcg_at_3
|
478 |
+
value: 0.46812
|
479 |
+
- type: ndcg_at_5
|
480 |
+
value: 0.48442
|
481 |
+
- type: recall_at_1
|
482 |
+
value: 0.24337
|
483 |
+
- type: recall_at_10
|
484 |
+
value: 0.62437
|
485 |
+
- type: recall_at_100
|
486 |
+
value: 0.86489
|
487 |
+
- type: recall_at_1000
|
488 |
+
value: 0.95266
|
489 |
+
- type: recall_at_20
|
490 |
+
value: 0.71411
|
491 |
+
- type: recall_at_3
|
492 |
+
value: 0.42927
|
493 |
+
- type: recall_at_5
|
494 |
+
value: 0.51258
|
495 |
+
- task:
|
496 |
+
type: Retrieval
|
497 |
+
dataset:
|
498 |
+
name: Miracl (sw)
|
499 |
+
type: miracl/mmteb-miracl
|
500 |
+
config: sw
|
501 |
+
split: dev
|
502 |
+
metrics:
|
503 |
+
- type: ndcg_at_1
|
504 |
+
value: 0.5166
|
505 |
+
- type: ndcg_at_10
|
506 |
+
value: 0.61271
|
507 |
+
- type: ndcg_at_100
|
508 |
+
value: 0.66099
|
509 |
+
- type: ndcg_at_1000
|
510 |
+
value: 0.66867
|
511 |
+
- type: ndcg_at_20
|
512 |
+
value: 0.63643
|
513 |
+
- type: ndcg_at_3
|
514 |
+
value: 0.54828
|
515 |
+
- type: ndcg_at_5
|
516 |
+
value: 0.57382
|
517 |
+
- type: recall_at_1
|
518 |
+
value: 0.35277
|
519 |
+
- type: recall_at_10
|
520 |
+
value: 0.74368
|
521 |
+
- type: recall_at_100
|
522 |
+
value: 0.92261
|
523 |
+
- type: recall_at_1000
|
524 |
+
value: 0.97109
|
525 |
+
- type: recall_at_20
|
526 |
+
value: 0.81888
|
527 |
+
- type: recall_at_3
|
528 |
+
value: 0.56739
|
529 |
+
- type: recall_at_5
|
530 |
+
value: 0.6421
|
531 |
+
- task:
|
532 |
+
type: Retrieval
|
533 |
+
dataset:
|
534 |
+
name: Miracl (te)
|
535 |
+
type: miracl/mmteb-miracl
|
536 |
+
config: te
|
537 |
+
split: dev
|
538 |
+
metrics:
|
539 |
+
- type: ndcg_at_1
|
540 |
+
value: 0.63768
|
541 |
+
- type: ndcg_at_10
|
542 |
+
value: 0.79193
|
543 |
+
- type: ndcg_at_100
|
544 |
+
value: 0.80243
|
545 |
+
- type: ndcg_at_1000
|
546 |
+
value: 0.80438
|
547 |
+
- type: ndcg_at_20
|
548 |
+
value: 0.79549
|
549 |
+
- type: ndcg_at_3
|
550 |
+
value: 0.76031
|
551 |
+
- type: ndcg_at_5
|
552 |
+
value: 0.77915
|
553 |
+
- type: recall_at_1
|
554 |
+
value: 0.63084
|
555 |
+
- type: recall_at_10
|
556 |
+
value: 0.92411
|
557 |
+
- type: recall_at_100
|
558 |
+
value: 0.97363
|
559 |
+
- type: recall_at_1000
|
560 |
+
value: 0.98833
|
561 |
+
- type: recall_at_20
|
562 |
+
value: 0.9374
|
563 |
+
- type: recall_at_3
|
564 |
+
value: 0.84159
|
565 |
+
- type: recall_at_5
|
566 |
+
value: 0.88627
|
567 |
+
- task:
|
568 |
+
type: Retrieval
|
569 |
+
dataset:
|
570 |
+
name: Miracl (th)
|
571 |
+
type: miracl/mmteb-miracl
|
572 |
+
config: th
|
573 |
+
split: dev
|
574 |
+
metrics:
|
575 |
+
- type: ndcg_at_1
|
576 |
+
value: 0.66712
|
577 |
+
- type: ndcg_at_10
|
578 |
+
value: 0.73324
|
579 |
+
- type: ndcg_at_100
|
580 |
+
value: 0.76633
|
581 |
+
- type: ndcg_at_1000
|
582 |
+
value: 0.77119
|
583 |
+
- type: ndcg_at_20
|
584 |
+
value: 0.75243
|
585 |
+
- type: ndcg_at_3
|
586 |
+
value: 0.67393
|
587 |
+
- type: ndcg_at_5
|
588 |
+
value: 0.70201
|
589 |
+
- type: recall_at_1
|
590 |
+
value: 0.47106
|
591 |
+
- type: recall_at_10
|
592 |
+
value: 0.84294
|
593 |
+
- type: recall_at_100
|
594 |
+
value: 0.95949
|
595 |
+
- type: recall_at_1000
|
596 |
+
value: 0.98874
|
597 |
+
- type: recall_at_20
|
598 |
+
value: 0.90085
|
599 |
+
- type: recall_at_3
|
600 |
+
value: 0.68456
|
601 |
+
- type: recall_at_5
|
602 |
+
value: 0.75915
|
603 |
+
- task:
|
604 |
+
type: Retrieval
|
605 |
+
dataset:
|
606 |
+
name: Miracl (yo)
|
607 |
+
type: miracl/mmteb-miracl
|
608 |
+
config: yo
|
609 |
+
split: dev
|
610 |
+
metrics:
|
611 |
+
- type: ndcg_at_1
|
612 |
+
value: 0.4958
|
613 |
+
- type: ndcg_at_10
|
614 |
+
value: 0.68705
|
615 |
+
- type: ndcg_at_100
|
616 |
+
value: 0.70664
|
617 |
+
- type: ndcg_at_1000
|
618 |
+
value: 0.71197
|
619 |
+
- type: ndcg_at_20
|
620 |
+
value: 0.698
|
621 |
+
- type: ndcg_at_3
|
622 |
+
value: 0.64793
|
623 |
+
- type: ndcg_at_5
|
624 |
+
value: 0.66709
|
625 |
+
- type: recall_at_1
|
626 |
+
value: 0.46289
|
627 |
+
- type: recall_at_10
|
628 |
+
value: 0.85154
|
629 |
+
- type: recall_at_100
|
630 |
+
value: 0.93557
|
631 |
+
- type: recall_at_1000
|
632 |
+
value: 0.97479
|
633 |
+
- type: recall_at_20
|
634 |
+
value: 0.89076
|
635 |
+
- type: recall_at_3
|
636 |
+
value: 0.7507
|
637 |
+
- type: recall_at_5
|
638 |
+
value: 0.79202
|
639 |
+
- task:
|
640 |
+
type: Retrieval
|
641 |
+
dataset:
|
642 |
+
name: Miracl (zh)
|
643 |
+
type: miracl/mmteb-miracl
|
644 |
+
config: zh
|
645 |
+
split: dev
|
646 |
+
metrics:
|
647 |
+
- type: ndcg_at_1
|
648 |
+
value: 0.47583
|
649 |
+
- type: ndcg_at_10
|
650 |
+
value: 0.52553
|
651 |
+
- type: ndcg_at_100
|
652 |
+
value: 0.6
|
653 |
+
- type: ndcg_at_1000
|
654 |
+
value: 0.61415
|
655 |
+
- type: ndcg_at_20
|
656 |
+
value: 0.55668
|
657 |
+
- type: ndcg_at_3
|
658 |
+
value: 0.45839
|
659 |
+
- type: ndcg_at_5
|
660 |
+
value: 0.48127
|
661 |
+
- type: recall_at_1
|
662 |
+
value: 0.24488
|
663 |
+
- type: recall_at_10
|
664 |
+
value: 0.63659
|
665 |
+
- type: recall_at_100
|
666 |
+
value: 0.89702
|
667 |
+
- type: recall_at_1000
|
668 |
+
value: 0.97996
|
669 |
+
- type: recall_at_20
|
670 |
+
value: 0.72652
|
671 |
+
- type: recall_at_3
|
672 |
+
value: 0.42827
|
673 |
+
- type: recall_at_5
|
674 |
+
value: 0.52081
|
675 |
---
|
676 |
|
677 |
## Llamacpp Static Quantizations of granite-embedding-278m-multilingual
|