update model card README.md

README.md

@@ -1,5 +1,6 @@
 ---
 license: apache-2.0
+base_model: distilbert-base-uncased
 tags:
 - generated_from_trainer
 model-index:
@@ -14,8 +15,8 @@ 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 an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.5727
-- Rmse: 0.6483
+- Loss: 0.2764
+- Rmse: 0.2925
 
 ## Model description
 
@@ -43,18 +44,22 @@ The following hyperparameters were used during training:
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 500
-- num_epochs: 7
+- num_epochs: 16
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Rmse   |
 |:-------------:|:-----:|:----:|:---------------:|:------:|
-| 0.6985        | 4.0   | 500  | 0.5727          | 0.6483 |
+| 0.7292        | 2.72  | 500  | 0.3805          | 0.5119 |
+| 0.1778        | 5.43  | 1000 | 0.2802          | 0.3530 |
+| 0.0487        | 8.15  | 1500 | 0.2764          | 0.2925 |
+| 0.0209        | 10.86 | 2000 | 0.2921          | 0.2860 |
+| 0.0113        | 13.58 | 2500 | 0.3244          | 0.2884 |
 
 
 ### Framework versions
 
-- Transformers 4.30.2
+- Transformers 4.31.0
 - Pytorch 2.0.1+cu118
 - Datasets 2.13.1
 - Tokenizers 0.13.3