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README.md

@@ -167,7 +167,7 @@ print(query_embeddings.shape, document_embeddings.shape)
 # Get the similarity scores for the embeddings
 similarities = model.similarity(query_embeddings, document_embeddings)
 print(similarities)
-# tensor([[0.8885, 0.0980, 0.0117]])
+# tensor([[ 0.8921,  0.0941, -0.0030]])
 ```
 
 <!--
@@ -404,39 +404,21 @@ You can finetune this model on your own dataset.
 ### Training Logs
 | Epoch  | Step | Training Loss | Validation Loss |
 |:------:|:----:|:-------------:|:---------------:|
-| 0.1215 | 100  | 0.9567        | -               |
-| 0.2430 | 200  | 0.2833        | -               |
-| 0.2503 | 206  | -             | 0.1637          |
-| 0.3645 | 300  | 0.2237        | -               |
-| 0.4860 | 400  | 0.2058        | -               |
-| 0.5006 | 412  | -             | 0.1353          |
-| 0.6075 | 500  | 0.1938        | -               |
-| 0.7290 | 600  | 0.188         | -               |
-| 0.7509 | 618  | -             | 0.1309          |
-| 0.8505 | 700  | 0.1921        | -               |
-| 0.9721 | 800  | 0.1872        | -               |
-| 1.0012 | 824  | -             | 0.1254          |
-| 1.0936 | 900  | 0.1625        | -               |
-| 1.2151 | 1000 | 0.1605        | -               |
-| 1.2515 | 1030 | -             | 0.1333          |
-| 1.3366 | 1100 | 0.1637        | -               |
-| 1.4581 | 1200 | 0.1641        | -               |
-| 1.5018 | 1236 | -             | 0.1298          |
-| 1.5796 | 1300 | 0.1636        | -               |
-| 1.7011 | 1400 | 0.1633        | -               |
-| 1.7521 | 1442 | -             | 0.1226          |
-| 1.8226 | 1500 | 0.1609        | -               |
-| 1.9441 | 1600 | 0.1607        | -               |
-| 2.0024 | 1648 | -             | 0.1232          |
-| 2.0656 | 1700 | 0.117         | -               |
-| 2.1871 | 1800 | 0.0833        | -               |
-| 2.2527 | 1854 | -             | 0.1204          |
-| 2.3086 | 1900 | 0.0835        | -               |
-| 2.4301 | 2000 | 0.0872        | -               |
-| 2.5030 | 2060 | -             | 0.1200          |
-| 2.5516 | 2100 | 0.0844        | -               |
-| 2.6731 | 2200 | 0.0847        | -               |
-| 2.7533 | 2266 | -             | 0.1196          |
+| 0.1215 | 100  | 0.6721        | -               |
+| 0.2430 | 200  | 0.231         | -               |
+| 0.2503 | 206  | -             | 0.1449          |
+| 0.3645 | 300  | 0.2047        | -               |
+| 0.4860 | 400  | 0.1959        | -               |
+| 0.5006 | 412  | -             | 0.1316          |
+| 0.6075 | 500  | 0.1872        | -               |
+| 0.7290 | 600  | 0.1834        | -               |
+| 0.7509 | 618  | -             | 0.1271          |
+| 0.8505 | 700  | 0.187         | -               |
+| 0.9721 | 800  | 0.1799        | -               |
+| 1.0012 | 824  | -             | 0.1216          |
+| 1.0936 | 900  | 0.1566        | -               |
+| 1.2151 | 1000 | 0.1529        | -               |
+| 1.2515 | 1030 | -             | 0.1197          |
 
 
 ### Framework Versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e169b922792d16f090aaa7ee6a9c4d0ec5855656152860ee492a45270fd501f8
+oid sha256:3b6dffc9185ea134ef2f3b550d103e8a42ffd35b56ff0403f57ff1a67aa19696
 size 596070136