End of training

README.md

@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [cl-tohoku/bert-base-japanese](https://huggingface.co/cl-tohoku/bert-base-japanese) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.7155
-- Accuracy: 0.1667
+- Loss: 1.8997
+- Accuracy: 0.2234
 
 ## Model description
 
@@ -42,23 +42,23 @@ The following hyperparameters were used during training:
 - eval_batch_size: 32
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
-- lr_scheduler_type: cosine
+- lr_scheduler_type: linear
 - num_epochs: 10
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| No log        | 1.0   | 275  | 1.7696          | 0.1858   |
-| 1.7385        | 2.0   | 550  | 1.7574          | 0.1821   |
-| 1.7385        | 3.0   | 825  | 1.7461          | 0.1785   |
-| 1.7262        | 4.0   | 1100 | 1.7364          | 0.1758   |
-| 1.7262        | 5.0   | 1375 | 1.7280          | 0.1712   |
-| 1.7105        | 6.0   | 1650 | 1.7221          | 0.1703   |
-| 1.7105        | 7.0   | 1925 | 1.7183          | 0.1667   |
-| 1.6983        | 8.0   | 2200 | 1.7163          | 0.1667   |
-| 1.6983        | 9.0   | 2475 | 1.7156          | 0.1667   |
-| 1.697         | 10.0  | 2750 | 1.7155          | 0.1667   |
+| No log        | 1.0   | 441  | 1.8997          | 0.2234   |
+| 1.9362        | 2.0   | 882  | 1.8844          | 0.2234   |
+| 1.9011        | 3.0   | 1323 | 1.8772          | 0.2234   |
+| 1.8889        | 4.0   | 1764 | 1.8714          | 0.2234   |
+| 1.8829        | 5.0   | 2205 | 1.8672          | 0.2234   |
+| 1.8777        | 6.0   | 2646 | 1.8631          | 0.2234   |
+| 1.8761        | 7.0   | 3087 | 1.8601          | 0.2234   |
+| 1.8705        | 8.0   | 3528 | 1.8576          | 0.2234   |
+| 1.8705        | 9.0   | 3969 | 1.8561          | 0.2234   |
+| 1.8678        | 10.0  | 4410 | 1.8556          | 0.2234   |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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+oid sha256:0542ee7b0da873d5734bc0049f611d1731777cc7dd865ec7b858aa8f69370cac
 size 442514444

runs/May15_03-37-10_5a94f76349ab/events.out.tfevents.1715747648.5a94f76349ab.3639.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39d33c479c60a8f5f986ced9a2071ca3a70c3cd32b62f7e44339e72b2c4cc79f
+size 411