End of training

README.md

@@ -16,8 +16,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [KennethEnevoldsen/dfm-sentence-encoder-large](https://huggingface.co/KennethEnevoldsen/dfm-sentence-encoder-large) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.5402
-- F1-score: 0.9344
+- Loss: 0.8012
+- F1-score: 0.9015
 
 ## Model description
 
@@ -42,32 +42,22 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 20
+- num_epochs: 10
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | F1-score |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| No log        | 1.0   | 69   | 0.3134          | 0.9098   |
-| No log        | 2.0   | 138  | 0.4634          | 0.8843   |
-| No log        | 3.0   | 207  | 0.5135          | 0.9097   |
-| No log        | 4.0   | 276  | 0.4919          | 0.9179   |
-| No log        | 5.0   | 345  | 0.6858          | 0.8768   |
-| No log        | 6.0   | 414  | 0.8026          | 0.8843   |
-| No log        | 7.0   | 483  | 0.5402          | 0.9344   |
-| 0.156         | 8.0   | 552  | 0.6149          | 0.9180   |
-| 0.156         | 9.0   | 621  | 0.6310          | 0.9180   |
-| 0.156         | 10.0  | 690  | 0.6423          | 0.9180   |
-| 0.156         | 11.0  | 759  | 0.6514          | 0.9180   |
-| 0.156         | 12.0  | 828  | 0.6594          | 0.9180   |
-| 0.156         | 13.0  | 897  | 0.6656          | 0.9180   |
-| 0.156         | 14.0  | 966  | 0.6712          | 0.9180   |
-| 0.0           | 15.0  | 1035 | 0.6755          | 0.9180   |
-| 0.0           | 16.0  | 1104 | 0.6792          | 0.9180   |
-| 0.0           | 17.0  | 1173 | 0.6824          | 0.9180   |
-| 0.0           | 18.0  | 1242 | 0.6844          | 0.9180   |
-| 0.0           | 19.0  | 1311 | 0.6856          | 0.9180   |
-| 0.0           | 20.0  | 1380 | 0.6861          | 0.9180   |
+| No log        | 1.0   | 69   | 0.4035          | 0.8588   |
+| No log        | 2.0   | 138  | 0.8828          | 0.8415   |
+| No log        | 3.0   | 207  | 0.7806          | 0.8415   |
+| No log        | 4.0   | 276  | 0.7081          | 0.8678   |
+| No log        | 5.0   | 345  | 0.6518          | 0.8851   |
+| No log        | 6.0   | 414  | 0.9181          | 0.8601   |
+| No log        | 7.0   | 483  | 0.9935          | 0.8681   |
+| 0.1537        | 8.0   | 552  | 0.8012          | 0.9015   |
+| 0.1537        | 9.0   | 621  | 0.8481          | 0.8849   |
+| 0.1537        | 10.0  | 690  | 0.8509          | 0.8849   |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:dfa43463da4c512d0726f3d4d5f234240e5a6fb954f847891bf9da44c3bc7d9d
+oid sha256:be890a9f51292a6696a23d0e7014311c32dcb9213a13366198dbdd24ed32ae1e
 size 1420404704

runs/Sep11_12-57-13_93370bd2ff25/events.out.tfevents.1726059447.93370bd2ff25.1056.1

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:70bafbc1227c91704aef6321ff5811497dcc5e810b44a1e0d156b11999b9fdf8
-size 8523
+oid sha256:67bf114de0631fc84805ec402d1f76c4ed662232190379b1bbdc741025c6e7f9
+size 8877

runs/Sep11_12-57-13_93370bd2ff25/events.out.tfevents.1726061168.93370bd2ff25.1056.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34684e94ad911025fc38e73e39f70c327d6b7e795cb3ce955df3b07a4d8d52dc
+size 411