End of training

README.md

@@ -18,8 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.6434
-- Accuracy: 0.2
+- Loss: 0.9648
+- Accuracy: 0.5735
 
 ## Model description
 
@@ -39,27 +39,20 @@ More information needed
 
 The following hyperparameters were used during training:
 - learning_rate: 5e-05
-- train_batch_size: 2
+- train_batch_size: 10
 - eval_batch_size: 8
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- training_steps: 100
+- training_steps: 300
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 1.5804        | 0.002 | 10   | 1.6870          | 0.2155   |
-| 1.7536        | 0.004 | 20   | 1.6919          | 0.2105   |
-| 1.7275        | 0.006 | 30   | 1.6262          | 0.182    |
-| 1.5109        | 0.008 | 40   | 1.6153          | 0.242    |
-| 1.5818        | 0.01  | 50   | 1.6396          | 0.207    |
-| 1.6034        | 0.012 | 60   | 1.6279          | 0.182    |
-| 1.6424        | 0.014 | 70   | 1.6126          | 0.1855   |
-| 1.5971        | 0.016 | 80   | 1.6652          | 0.1825   |
-| 1.7618        | 0.018 | 90   | 1.6567          | 0.1805   |
-| 1.5627        | 0.02  | 100  | 1.6434          | 0.2      |
+| 1.0667        | 0.1   | 100  | 1.1555          | 0.5195   |
+| 1.0891        | 0.2   | 200  | 0.9845          | 0.5625   |
+| 1.0064        | 0.3   | 300  | 0.9648          | 0.5735   |
 
 
 ### Framework versions

model.safetensors

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runs/Sep30_13-00-40_918f2ee45536/events.out.tfevents.1727701242.918f2ee45536.31.0

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runs/Sep30_13-03-45_918f2ee45536/events.out.tfevents.1727701425.918f2ee45536.31.1

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tokenizer.json

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 {
   "version": "1.0",
-  "truncation": null,
-  "padding": null,
+  "truncation": {
+    "direction": "Right",
+    "max_length": 512,
+    "strategy": "LongestFirst",
+    "stride": 0
+  },
+  "padding": {
+    "strategy": {
+      "Fixed": 512
+    },
+    "direction": "Right",
+    "pad_to_multiple_of": null,
+    "pad_id": 0,
+    "pad_type_id": 0,
+    "pad_token": "[PAD]"
+  },
   "added_tokens": [
     {
       "id": 0,

training_args.bin

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