End of training

README.md

@@ -15,7 +15,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 2.3758
+- Loss: 1.9549
 
 ## Model description
 
@@ -39,17 +39,34 @@ The following hyperparameters were used during training:
 - eval_batch_size: 64
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
-- lr_scheduler_type: linear
-- num_epochs: 3
+- lr_scheduler_type: cosine
+- num_epochs: 20
 - mixed_precision_training: Native AMP
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| 2.7662        | 1.0   | 65   | 2.4369          |
-| 2.4448        | 2.0   | 130  | 2.3502          |
-| 2.3632        | 3.0   | 195  | 2.3772          |
+| 2.6456        | 1.0   | 65   | 2.3685          |
+| 2.3833        | 2.0   | 130  | 2.2661          |
+| 2.282         | 3.0   | 195  | 2.2728          |
+| 2.1715        | 4.0   | 260  | 2.1675          |
+| 2.1186        | 5.0   | 325  | 2.1354          |
+| 2.0968        | 6.0   | 390  | 2.0318          |
+| 2.0885        | 7.0   | 455  | 2.1233          |
+| 2.0212        | 8.0   | 520  | 2.0152          |
+| 1.9305        | 9.0   | 585  | 2.0134          |
+| 1.9843        | 10.0  | 650  | 2.0334          |
+| 1.9682        | 11.0  | 715  | 1.9611          |
+| 1.9383        | 12.0  | 780  | 2.0051          |
+| 1.9075        | 13.0  | 845  | 1.9790          |
+| 1.9107        | 14.0  | 910  | 1.9532          |
+| 1.9352        | 15.0  | 975  | 1.9677          |
+| 1.9102        | 16.0  | 1040 | 1.9569          |
+| 1.9065        | 17.0  | 1105 | 1.9143          |
+| 1.8659        | 18.0  | 1170 | 1.9818          |
+| 1.8807        | 19.0  | 1235 | 1.9321          |
+| 1.9088        | 20.0  | 1300 | 1.9549          |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b4c0d95747dfd8e403d08d193d51b8494161a3348177edbd75bb196b9e4a29bf
+oid sha256:32cb8de6b36fbe029064e9d4597e7a58327ca117fc2b832b71e626642d4a6a88
 size 267954768