Specify library_name metadata

README.md

@@ -946,7 +946,7 @@ model-index:
     - type: precision_at_10
       value: 5.743
     - type: precision_at_100
-      value: 1.0
+      value: 1
     - type: precision_at_1000
       value: 0.14300000000000002
     - type: precision_at_3
@@ -2223,7 +2223,7 @@ model-index:
     - type: map_at_5
       value: 70.15
     - type: mrr_at_1
-      value: 64.0
+      value: 64
     - type: mrr_at_10
       value: 71.82300000000001
     - type: mrr_at_100
@@ -2235,7 +2235,7 @@ model-index:
     - type: mrr_at_5
       value: 71.11699999999999
     - type: ndcg_at_1
-      value: 64.0
+      value: 64
     - type: ndcg_at_10
       value: 75.286
     - type: ndcg_at_100
@@ -2247,7 +2247,7 @@ model-index:
     - type: ndcg_at_5
       value: 73.36399999999999
     - type: precision_at_1
-      value: 64.0
+      value: 64
     - type: precision_at_10
       value: 9.9
     - type: precision_at_100
@@ -2288,7 +2288,7 @@ model-index:
     - type: cos_sim_precision
       value: 92.3076923076923
     - type: cos_sim_recall
-      value: 90.0
+      value: 90
     - type: dot_accuracy
       value: 99.7980198019802
     - type: dot_ap
@@ -2399,7 +2399,7 @@ model-index:
     - type: map_at_5
       value: 0.941
     - type: mrr_at_1
-      value: 76.0
+      value: 76
     - type: mrr_at_10
       value: 85.85199999999999
     - type: mrr_at_100
@@ -2411,7 +2411,7 @@ model-index:
     - type: mrr_at_5
       value: 85.56700000000001
     - type: ndcg_at_1
-      value: 71.0
+      value: 71
     - type: ndcg_at_10
       value: 69.60300000000001
     - type: ndcg_at_100
@@ -2423,7 +2423,7 @@ model-index:
     - type: ndcg_at_5
       value: 71.17599999999999
     - type: precision_at_1
-      value: 76.0
+      value: 76
     - type: precision_at_10
       value: 74.2
     - type: precision_at_100
@@ -2456,13 +2456,13 @@ model-index:
       revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
     metrics:
     - type: accuracy
-      value: 8.0
+      value: 8
     - type: f1
       value: 6.298401229470593
     - type: precision
       value: 5.916991709050532
     - type: recall
-      value: 8.0
+      value: 8
   - task:
       type: BitextMining
     dataset:
@@ -2592,13 +2592,13 @@ model-index:
       revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
     metrics:
     - type: accuracy
-      value: 22.0
+      value: 22
     - type: f1
       value: 17.4576947358322
     - type: precision
       value: 16.261363669827777
     - type: recall
-      value: 22.0
+      value: 22
   - task:
       type: BitextMining
     dataset:
@@ -2745,13 +2745,13 @@ model-index:
       revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
     metrics:
     - type: accuracy
-      value: 0.0
+      value: 0
     - type: f1
-      value: 0.0
+      value: 0
     - type: precision
-      value: 0.0
+      value: 0
     - type: recall
-      value: 0.0
+      value: 0
   - task:
       type: BitextMining
     dataset:
@@ -2813,13 +2813,13 @@ model-index:
       revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
     metrics:
     - type: accuracy
-      value: 4.0
+      value: 4
     - type: f1
       value: 2.3800704501963432
     - type: precision
       value: 2.0919368034607455
     - type: recall
-      value: 4.0
+      value: 4
   - task:
       type: BitextMining
     dataset:
@@ -2949,13 +2949,13 @@ model-index:
       revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
     metrics:
     - type: accuracy
-      value: 21.0
+      value: 21
     - type: f1
       value: 18.965901242066018
     - type: precision
       value: 18.381437375171
     - type: recall
-      value: 21.0
+      value: 21
   - task:
       type: BitextMining
     dataset:
@@ -3119,13 +3119,13 @@ model-index:
       revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
     metrics:
     - type: accuracy
-      value: 1.0
+      value: 1
     - type: f1
       value: 0.7764001197963462
     - type: precision
       value: 0.7551049317943337
     - type: recall
-      value: 1.0
+      value: 1
   - task:
       type: BitextMining
     dataset:
@@ -3289,13 +3289,13 @@ model-index:
       revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
     metrics:
     - type: accuracy
-      value: 6.0
+      value: 6
     - type: f1
       value: 4.58716840215435
     - type: precision
       value: 4.303119297298687
     - type: recall
-      value: 6.0
+      value: 6
   - task:
       type: BitextMining
     dataset:
@@ -3833,13 +3833,13 @@ model-index:
       revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
     metrics:
     - type: accuracy
-      value: 10.0
+      value: 10
     - type: f1
       value: 7.351901305737391
     - type: precision
       value: 6.759061952118555
     - type: recall
-      value: 10.0
+      value: 10
   - task:
       type: BitextMining
     dataset:
@@ -3918,13 +3918,13 @@ model-index:
       revision: 9080400076fbadbb4c4dcb136ff4eddc40b42553
     metrics:
     - type: accuracy
-      value: 3.0
+      value: 3
     - type: f1
       value: 1.5834901411814404
     - type: precision
       value: 1.3894010894944848
     - type: recall
-      value: 3.0
+      value: 3
   - task:
       type: BitextMining
     dataset:
@@ -4571,6 +4571,7 @@ model-index:
 language:
 - en
 license: mit
+library_name: sentence-transformers
 ---
 <h1 align="center">GIST Embedding v0</h1>
 
@@ -4648,4 +4649,4 @@ The model was evaluated using the [MTEB Evaluation](https://huggingface.co/mteb)
 
 This work is supported by the "KCP IV - Exploring Data Use in the Development Economics Literature using Large Language Models (AI and LLMs)" project funded by the [Knowledge for Change Program (KCP)](https://www.worldbank.org/en/programs/knowledge-for-change) of the World Bank - RA-P503405-RESE-TF0C3444.
 
-The findings, interpretations, and conclusions expressed in this material are entirely those of the authors. They do not necessarily represent the views of the International Bank for Reconstruction and Development/World Bank and its affiliated organizations, or those of the Executive Directors of the World Bank or the governments they represent.
+The findings, interpretations, and conclusions expressed in this material are entirely those of the authors. They do not necessarily represent the views of the International Bank for Reconstruction and Development/World Bank and its affiliated organizations, or those of the Executive Directors of the World Bank or the governments they represent.