Fix MTEB eval scores

README.md

@@ -2824,13 +2824,13 @@ model-index:
     - type: cos_sim_spearman
       value: 0.01720838634736358
     - type: euclidean_pearson
-      value: -0.06727915670345885
+      value: 0.06727915670345885
     - type: euclidean_spearman
-      value: -0.06112826908474543
+      value: 0.06112826908474543
     - type: manhattan_pearson
-      value: -0.0494386093060865
+      value: 0.0494386093060865
     - type: manhattan_spearman
-      value: -0.05018174110623732
+      value: 0.05018174110623732
   - task:
       type: STS
     dataset:
@@ -2878,13 +2878,13 @@ model-index:
     - type: cos_sim_spearman
       value: 0.020879072561774542
     - type: euclidean_pearson
-      value: -0.030725243785454597
+      value: 0.030725243785454597
     - type: euclidean_spearman
-      value: -0.05372133927948353
+      value: 0.05372133927948353
     - type: manhattan_pearson
-      value: -0.04867795293367359
+      value: 0.04867795293367359
     - type: manhattan_spearman
-      value: -0.07939706984001878
+      value: 0.07939706984001878
   - task:
       type: STS
     dataset:
@@ -2932,13 +2932,13 @@ model-index:
     - type: cos_sim_spearman
       value: 0.18906275286984808
     - type: euclidean_pearson
-      value: -0.023390998579461995
+      value: 0.023390998579461995
     - type: euclidean_spearman
-      value: -0.04151213674012541
+      value: 0.04151213674012541
     - type: manhattan_pearson
-      value: -0.02234831868844863
+      value: 0.02234831868844863
     - type: manhattan_spearman
-      value: -0.045552913285014415
+      value: 0.045552913285014415
   - task:
       type: STS
     dataset:
@@ -2950,13 +2950,13 @@ model-index:
     - type: cos_sim_spearman
       value: 0.163855949033176
     - type: euclidean_pearson
-      value: -0.08734648741714238
+      value: 0.08734648741714238
     - type: euclidean_spearman
-      value: -0.1075672244732182
+      value: 0.1075672244732182
     - type: manhattan_pearson
-      value: -0.07536654126608877
+      value: 0.07536654126608877
     - type: manhattan_spearman
-      value: -0.08330065460047295
+      value: 0.08330065460047295
   - task:
       type: STS
     dataset:
@@ -2968,13 +2968,13 @@ model-index:
     - type: cos_sim_spearman
       value: 0.23488974089577816
     - type: euclidean_pearson
-      value: -0.031310350304707864
+      value: 0.031310350304707864
     - type: euclidean_spearman
-      value: -0.031242598481634666
+      value: 0.031242598481634666
     - type: manhattan_pearson
-      value: -0.011096752982707007
+      value: 0.011096752982707007
     - type: manhattan_spearman
-      value: -0.014591693078765849
+      value: 0.014591693078765849
   - task:
       type: Retrieval
     dataset: