Update README.md

README.md

@@ -2,9 +2,32 @@
 license: apache-2.0
 ---
 
-```
-Hyperparameters: learning rate: 2e-5, weight decay: 0.01, per_device_train_batch_size: 16, per_device_eval_batch_size: 16, gradient_accumulation_steps:1, eval steps: 5000, max_length: 128, num_epochs: 3.
-Dataset version: “craffel/tasky_or_not”, “10xp3_10xc4”, “15f88c8”
-Checkpoint: 10000 steps
+**Hyperparameters:** 
 
-```
+ - learning rate: 2e-5
+ - weight decay: 0.01
+ - per_device_train_batch_size: 16
+ - per_device_eval_batch_size: 16
+ - gradient_accumulation_steps:1
+ - eval steps: 5000
+ - max_length: 128
+ - num_epochs: 3
+ 
+**Dataset version:** 
+ - “craffel/tasky_or_not”, “10xp3_10xc4”, “15f88c8”
+
+**Checkpoint:** 
+
+ - 10000 steps
+
+**Results on Validation set:**
+
+| Step  | Training Loss | Validation Loss | Accuracy | Precision | Recall   | F1       |
+|-------|---------------|-----------------|----------|-----------|----------|----------|
+| 5000  | 0.036400      | 0.266518        | 0.926913 | 0.999662  | 0.916934 | 0.956513 |
+| 10000 | 0.022500      | 0.222881        | 0.952443 | 0.999494  | 0.946227 | 0.972132 |
+| 15000 | 0.016600      | 0.634102        | 0.882638 | 0.999789  | 0.866301 | 0.928270 |
+| 20000 | 0.011300      | 1.138026        | 0.849013 | 0.999796  | 0.827928 | 0.905781 |
+| 25000 | 0.010300      | 0.623522        | 0.895619 | 0.999728  | 0.881166 | 0.936710 |
+| 30000 | 0.006300      | 0.776632        | 0.879492 | 0.999804  | 0.862697 | 0.926204 |
+| 35000 | 0.000500      | 0.704599        | 0.899149 | 0.999698  | 0.885220 | 0.938982 |