End of training

README.md

@@ -15,7 +15,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [google/t5-v1_1-small](https://huggingface.co/google/t5-v1_1-small) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.3752
+- Loss: 0.6973
+- Losses: [0.4, 0.8, 0.8, 1, 0.0, 0.6000000000000001, 0.8, 0.8, 0.6000000000000001, 1.0, 1, 1, 1.0, 1, 1.0, 0.6000000000000001, 0.4, 0.2, 0.6000000000000001, 0.8, 0.8, 0.0, 0.8, 0.8, 0.6000000000000001, 1, 0.8, 0.8, 1, 0.8, 0.4, 0.8, 0.8, 0.4, 1, 1, 0.4, 0.8, 0.2, 1, 1, 0.4, 1, 1, 0.8, 1, 1, 1, 1, 0.6000000000000001, 1, 0.8, 0.0, 0.8, 0.0, 0.8, 1, 1, 0.4, 0.4, 0.2, 0.4, 0.8, 0.8, 0.4, 1, 0.2, 0.4, 0.8, 1, 1, 0.6000000000000001, 0.8, 0.8, 0.6000000000000001, 0.8, 1, 0.8, 1, 0.0, 1, 0.0, 0.8, 0.8, 0.8, 1, 0.8, 0.8, 0.4, 1, 0.8, 0.8, 0.8, 0.8, 0.0, 1, 0.8, 0.6000000000000001, 0.0, 1, 0.8, 1, 1, 1, 1, 0.0, 0.8, 1, 1, 0.8, 1, 1, 1, 0.4, 0.4, 1, 1, 0.8, 0.8, 0.6000000000000001, 0.0, 0.6000000000000001, 0.2, 1.0, 0.8, 0.8, 0.8, 1, 0.8, 0.8, 0.6000000000000001, 1, 0.8, 0.8, 1, 1, 0.8, 0.6000000000000001, 0.4, 0.8, 0.0, 0.2, 0.8, 0.8, 0.6000000000000001, 0.8, 1, 0.8, 0.4, 1, 1, 1.0, 0.8, 0.8, 1, 1, 1, 0.8, 1.0, 0.4, 0.8, 0.4, 1, 0.4, 0.0, 0.8, 0.8, 0.0, 1, 0.8, 1, 0.6000000000000001, 1, 1.0, 0.8, 1.0, 0.4, 0.4, 0.8, 0.8, 0.6000000000000001, 1, 0.4, 1, 1, 0.2, 0.0, 0.6000000000000001, 0.4, 0.2, 0.2, 0.8, 0.8, 0.8, 1, 0.8, 1, 1, 0.8, 0.8, 0.6000000000000001, 0.4, 1, 0.4, 0.0, 1, 0.8, 0.2, 0.6000000000000001, 0.6000000000000001, 0.2, 0.4, 0.8, 0.6000000000000001, 1.0, 0.8, 1, 0.8, 0.8, 0.8, 0.8, 0.4, 0.4, 1, 0.8, 0.2, 0.2, 1, 0.8, 0.8, 0.8, 1, 1, 0.0, 0.4, 0.6000000000000001, 1, 1, 0.8, 0.8, 0.8, 0.8, 1, 0.8, 0.8, 0.4, 1, 0.4, 1, 1, 0.8, 1, 1, 0.8, 0.8, 0.0, 0.4, 1, 1, 1.0, 1, 0.8, 0.4, 1, 0.6000000000000001, 1, 0.0, 1, 1, 0.8, 0.8, 0.6000000000000001, 1, 1, 0.2, 0.8, 0.6000000000000001, 0.8, 1, 0.6000000000000001, 0.8, 0.4, 1, 0.2, 0.8, 0.6000000000000001, 0.8, 1, 0.6000000000000001, 0.4, 1, 0.4, 0.0, 1, 1, 0.8, 1, 1, 0.8, 1, 0.2, 0.4, 0.8, 0.6000000000000001, 0.8, 0.4, 0.4, 0.8, 1, 0.0, 0.6000000000000001, 0.6000000000000001, 1, 1, 0.0, 0.8, 1, 0.8, 0.8, 0.8, 0.4, 0.4, 0.8, 1, 1, 1, 0.6000000000000001, 0.0, 0.8, 0.8, 0.8, 0.4, 1, 1, 0.4, 0.4, 0.8, 0.8, 1, 0.4, 0.2, 0.6000000000000001, 1, 1, 1, 0.8, 1, 1, 0.8, 0.4, 0.4, 0.8, 1, 0.8, 1, 0.4, 0.6000000000000001, 0.4, 1]
+- Train Loss: 0.7164
 
 ## Model description
 
@@ -40,16 +42,21 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 15
+- num_epochs: 30
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss |
-|:-------------:|:-----:|:----:|:---------------:|
-| No log        | 1.0   | 2    | 0.3112          |
-| No log        | 2.0   | 4    | 0.3112          |
-| No log        | 3.0   | 6    | 0.3112          |
-| No log        | 4.0   | 8    | 0.3112          |
+| Training Loss | Epoch | Step | Validation Loss | Losses                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       | Train Loss |
+|:-------------:|:-----:|:----:|:---------------:|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|:----------:|
+| 13.7913       | 1.0   | 99   | 11.9227         | [1.0, 1.0, 1, 1, 1.0, 1.0, 1, 0.8888888888888888, 0.875, 0.8461538461538461, 0.875, 0.8888888888888888, 1.0, 0.8, 1.0, 0.8888888888888888, 1.0, 1.0, 1, 1.0, 1, 1.0, 1.0, 1.0, 1.0, 0.85, 1.0, 1.0, 0.8235294117647058, 0.5555555555555556, 0.8888888888888888, 1, 1.0, 10.0, 1, 0.8888888888888888, 1.0, 1.0, 1.0, 0.8888888888888888, 1.0, 1, 0.8571428571428571, 0.6666666666666666, 0.8888888888888888, 0.8888888888888888, 0.8888888888888888, 1.0, 0.8, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8888888888888888, 1, 1.0, 0.8888888888888888, 1.0, 1, 1, 0.5555555555555556, 1.0, 1.0, 1.0, 1.0, 1, 0.8235294117647058, 1.0, 0.3333333333333333, 1.0, 0.8888888888888888, 0.8571428571428571, 1, 1, 1, 1.0, 0.8, 1.0, 1.0, 1, 1.0, 1, 0.9090909090909091, 0.875, 1.0, 1, 1.0, 0.8461538461538461, 1.0, 1.0, 1, 0.8571428571428571, 1.0, 1, 0.8888888888888888, 0.8888888888888888, 1.0, 1.0, 1.0, 0.7777777777777778, 1, 0.8666666666666667, 1.0, 1, 0.8888888888888888, 1, 0.8888888888888888, 1.0, 1.0, 1, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8888888888888888, 0.8, 0.8888888888888888, 1.0, 1.0, 1.0, 1.0, 0.875, 1.0, 1.0, 1.0, 0.8888888888888888, 0.8888888888888888, 1, 0.8, 0.8, 1.0, 1, 1, 1.0, 1.0, 1.0, 1.0, 0.8888888888888888, 1, 1.0, 1.0, 1.0, 0.8888888888888888, 0.8461538461538461, 1.0, 1.0, 0.9090909090909091, 1.0, 0.8181818181818182, 0.8, 0.8888888888888888, 0.8, 1, 1.0, 1, 0.9090909090909091, 1.0, 1.0, 1.0, 0.75, 1, 1.0, 1.0, 0.8888888888888888, 0.8235294117647058, 1.0, 1.0, 1.0, 0.8235294117647058, 1.0, 1.0, 1.0, 0.8888888888888888, 0.8235294117647058, 1.0, 1.0, 10.0, 1.0, 0.8888888888888888, 1.0, 1.0, 1, 1, 1.0, 1.0, 1, 1, 1.0, 0.8888888888888888, 1.0, 1.0, 0.8888888888888888, 0.8888888888888888, 1.0, 1.0, 0.8, 0.8888888888888888, 1.0, 1.0, 0.8888888888888888, 1.0, 0.875, 0.8888888888888888, 1.0, 0.5555555555555556, 0.8888888888888888, 1.0, 1, 0.875, 0.8888888888888888, 1.0, 10.0, 1, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1, 1.0, 1.0, 1.0, 1.0, 1.0, 1, 0.6666666666666666, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8888888888888888, 0.8888888888888888, 1.0, 0.7777777777777778, 1, 1.0, 1.0, 0.8461538461538461, 1.0, 0.8, 0.8888888888888888, 1.0, 1, 1.0, 1, 0.8, 1.0, 0.8, 0.8888888888888888, 1, 1.0, 1.0, 1.0, 1.0, 0.8181818181818182, 0.875, 0.7777777777777778, 0.8888888888888888, 10.0, 0.8888888888888888, 0.875, 1.0, 0.8888888888888888, 0.8888888888888888, 0.8, 1.0, 1.0, 1.0, 0.8888888888888888, 1.0, 1, 0.8125, 1.0, 0.9090909090909091, 1.0, 1.0, 0.8888888888888888, 1.0, 1.0, 0.8888888888888888, 0.8888888888888888, 0.75, 1, 1, 0.9090909090909091, 1.0, 0.75, 1, 0.875, 1.0, 1.0, 0.9, 1, 1.0, 0.4444444444444444, 1.0, 1, 1.0, 1, 1, 0.8888888888888888, 1.0, 1, 1.0, 0.8888888888888888, 1.0, 1.0, 1.0, 1.0, 0.8888888888888888, 1.0, 0.875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8, 1.0, 0.8888888888888888, 1.0, 1.0, 0.8888888888888888, 0.875, 0.4444444444444444, 1.0, 1.0, 1.0, 0.8888888888888888, 10.0, 0.7777777777777778, 1.0, 1.0, 1.0, 0.8461538461538461, 1, 0.8888888888888888, 0.8888888888888888, 0.8125, 0.6666666666666666, 1.0, 1.0, 0.8888888888888888, 1, 0.8461538461538461, 1.0]                                                                                                                                                                                                                                                                                                                                                                            | 1.0697     |
+| 6.0033        | 2.0   | 198  | 4.6189          | [1, 0.8, 1, 1, 1, 1.0, 1, 0.8, 1, 1, 1, 1, 1, 1, 1.0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.8, 0.8, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 1, 1, 1, 0.8, 0.8, 1, 1, 1, 1, 1.0, 1, 1, 0.8, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.8, 0.8, 1, 1, 1, 1, 0.8, 0.8, 1, 1, 1, 1, 1, 1, 1, 0.8, 1.0, 1, 1, 1, 1.0, 1, 1, 0.8, 1, 1, 0.8, 1, 0.8, 1, 1, 0.8, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 1.0, 1, 0.8, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 1, 1, 0.8, 1.0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 1, 0.8, 1, 1.0, 1, 0.8, 0.8, 1, 0.8, 1, 1, 1, 0.8, 1, 1, 1, 0.8, 1, 1, 0.8, 1, 0.8, 1, 1, 1, 1, 1, 0.8, 0.8, 1, 1, 1, 1, 0.8, 1, 1, 1, 0.8, 1, 1, 0.8, 0.8, 1, 1, 1, 1, 1, 0.8, 1.0, 0.8, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 1, 1, 1, 0.8, 1, 0.8, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1.0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.8, 1, 0.8, 1, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 1, 1, 1, 0.8, 0.8, 1, 1, 1, 1, 1, 1, 1, 1, 0.8, 1, 1, 1, 1]                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      | 0.9694     |
+| 2.5509        | 3.0   | 297  | 1.0645          | [1.0, 0.6000000000000001, 1.0, 1, 0.6000000000000001, 0.0, 0.6000000000000001, 0.6000000000000001, 0.4, 1.0, 0.8, 1, 1, 0.6000000000000001, 0.4, 0.4, 1.0, 1, 1, 1.0, 1, 1.0, 1.0, 0.6000000000000001, 0.4, 0.6000000000000001, 0.6000000000000001, 0.8, 0.6000000000000001, 1.0, 1.0, 0.6000000000000001, 0.6000000000000001, 1.0, 0.8, 0.8, 1.0, 1.0, 0.6000000000000001, 0.6000000000000001, 0.6000000000000001, 1.0, 0.8, 1, 1.0, 0.8, 1, 1.0, 0.6000000000000001, 1.0, 1.0, 1.0, 1.0, 0.6000000000000001, 1.0, 1.0, 1, 1.0, 1.0, 1.0, 1, 1.0, 0.6000000000000001, 0.6000000000000001, 1.0, 0.8, 1, 1.0, 0.6000000000000001, 1, 0.6000000000000001, 0.4, 1.0, 1.0, 1.0, 0.6000000000000001, 0.6000000000000001, 0.6000000000000001, 0.8, 1.0, 1.0, 1.0, 1.0, 1.0, 1, 0.6000000000000001, 1, 1.0, 0.6000000000000001, 1.0, 0.6000000000000001, 0.6000000000000001, 1.0, 0.6000000000000001, 1.0, 1, 0.6000000000000001, 0.4, 1.0, 0.6000000000000001, 0.6000000000000001, 1, 1, 0.6000000000000001, 0.6000000000000001, 1.0, 1, 0.4, 0.8, 0.6000000000000001, 0.6000000000000001, 1, 0.6000000000000001, 1.0, 0.6000000000000001, 1, 1, 1.0, 0.6000000000000001, 0.0, 1.0, 1, 1, 0.4, 0.6000000000000001, 0.6000000000000001, 0.6000000000000001, 0.8, 0.6000000000000001, 0.6000000000000001, 0.4, 0.6000000000000001, 1, 0.6000000000000001, 0.6000000000000001, 1, 0.6000000000000001, 0.8, 1.0, 0.6000000000000001, 1.0, 1, 0.6000000000000001, 0.6000000000000001, 0.8, 0.6000000000000001, 1.0, 1.0, 1, 1, 1, 0.8, 0.6000000000000001, 0.6000000000000001, 0.6000000000000001, 1.0, 1, 1.0, 0.0, 1.0, 0.6000000000000001, 0.6000000000000001, 1, 0.8, 1.0, 0.6000000000000001, 0.6000000000000001, 1.0, 0.8, 1, 1, 1, 0.6000000000000001, 0.4, 0.6000000000000001, 0.4, 1.0, 1.0, 0.6000000000000001, 0.8, 0.4, 0.6000000000000001, 0.6000000000000001, 0.6000000000000001, 1.0, 1, 0.6000000000000001, 0.4, 1.0, 0.6000000000000001, 1, 1, 1.0, 1.0, 1, 1.0, 1.0, 1.0, 1, 0.6000000000000001, 1, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6000000000000001, 1, 1, 1.0, 1.0, 1.0, 0.6000000000000001, 1, 0.0, 0.6000000000000001, 0.6000000000000001, 0.6000000000000001, 1.0, 0.6000000000000001, 1, 1.0, 1, 0.6000000000000001, 0.6000000000000001, 1, 1, 0.6000000000000001, 1, 0.8, 0.6000000000000001, 1.0, 0.6000000000000001, 0.6000000000000001, 1.0, 0.4, 1, 1, 0.6000000000000001, 0.6000000000000001, 0.8, 1, 1.0, 1, 0.6000000000000001, 1.0, 0.8, 0.8, 0.6000000000000001, 1, 1, 0.6000000000000001, 0.6000000000000001, 1, 0.6000000000000001, 1.0, 1.0, 0.8, 0.6000000000000001, 0.0, 0.6000000000000001, 0.6000000000000001, 1.0, 0.8, 0.4, 0.6000000000000001, 0.6000000000000001, 0.6000000000000001, 1.0, 0.6000000000000001, 0.6000000000000001, 0.4, 1, 1, 1, 1.0, 0.4, 1, 0.6000000000000001, 0.4, 0.6000000000000001, 0.6000000000000001, 1, 1, 0.6000000000000001, 0.4, 1, 1, 0.4, 1.0, 1.0, 0.6000000000000001, 1.0, 1.0, 0.8, 1.0, 1.0, 0.6000000000000001, 0.6000000000000001, 0.8, 1, 0.6000000000000001, 0.6000000000000001, 0.4, 1, 1.0, 0.6000000000000001, 1.0, 1, 1.0, 0.4, 1, 1, 0.4, 0.6000000000000001, 1.0, 1, 1.0, 0.6000000000000001, 1.0, 1.0, 1.0, 0.6000000000000001, 1, 1, 1, 1, 1.0, 0.6000000000000001, 1.0, 0.6000000000000001, 0.6000000000000001, 0.8, 1, 0.6000000000000001, 0.6000000000000001, 0.6000000000000001, 1.0, 0.6000000000000001, 0.6000000000000001, 0.6000000000000001, 0.4, 1, 1, 0.6000000000000001, 0.6000000000000001, 0.8, 1, 0.6000000000000001, 1.0, 0.8, 1.0, 1.0, 1, 0.6000000000000001, 1.0, 0.4, 0.6000000000000001, 1] | 0.7944     |
+| 1.323         | 4.0   | 396  | 0.7302          | [0.4, 0.8, 0.4, 1, 0.4, 0.6000000000000001, 0.8, 0.8, 0.6000000000000001, 1, 1, 1, 1, 0.8, 1.0, 0.6000000000000001, 0.4, 0.8, 0.8, 1, 0.8, 0.4, 0.4, 0.8, 0.6000000000000001, 0.8, 0.8, 1, 0.8, 0.4, 0.4, 0.8, 0.8, 0.4, 1, 1, 0.4, 0.4, 0.8, 0.8, 0.8, 0.4, 1, 1, 0.4, 1, 1, 1, 0.8, 0.8, 1, 0.4, 0.4, 0.8, 0.4, 1, 1, 1, 0.4, 0.4, 0.8, 0.4, 0.8, 0.8, 0.4, 1, 0.8, 0.4, 0.8, 1, 0.8, 1.0, 1, 1, 0.8, 0.8, 0.8, 0.8, 1, 0.4, 1, 0.4, 0.4, 0.8, 0.8, 0.8, 0.8, 1, 0.0, 1, 0.4, 0.8, 0.4, 0.4, 0.4, 1, 0.8, 1.0, 0.4, 0.8, 0.4, 0.8, 1, 0.8, 0.8, 0.4, 0.8, 1, 1, 0.8, 0.8, 0.8, 0.8, 0.4, 0.4, 1, 1, 0.4, 0.8, 0.6000000000000001, 0.4, 1, 0.8, 1.0, 0.4, 0.4, 0.8, 1, 0.8, 0.8, 1.0, 0.8, 0.8, 0.8, 0.8, 1, 0.8, 0.6000000000000001, 0.4, 0.8, 0.4, 0.8, 0.8, 0.8, 0.6000000000000001, 0.8, 1, 1, 1, 0.8, 1, 0.6000000000000001, 0.8, 0.8, 0.8, 1, 1, 1, 0.6000000000000001, 0.4, 0.8, 0.0, 1, 0.6000000000000001, 0.4, 0.8, 0.4, 0.4, 1, 1, 1, 0.8, 0.8, 1.0, 0.8, 1.0, 0.4, 0.4, 0.4, 1, 1.0, 0.8, 0.0, 0.8, 1, 0.8, 0.4, 0.6000000000000001, 0.4, 0.8, 0.8, 0.8, 1, 1, 0.8, 0.8, 1, 1, 0.8, 0.8, 1.0, 0.4, 1, 0.4, 0.4, 1, 0.8, 0.8, 0.8, 1, 0.8, 0.4, 0.8, 0.8, 0.6000000000000001, 0.4, 0.8, 0.8, 1, 0.8, 0.8, 0.4, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 1, 0.8, 1, 0.8, 0.4, 0.4, 0.6000000000000001, 1, 1, 0.8, 0.8, 1.0, 1, 1, 0.8, 0.8, 0.4, 1, 0.6000000000000001, 0.8, 1, 0.8, 0.8, 0.8, 0.8, 0.8, 0.4, 0.4, 1, 0.8, 0.6000000000000001, 0.8, 0.8, 0.4, 1, 0.6000000000000001, 0.8, 0.4, 0.8, 1, 0.8, 0.8, 0.6000000000000001, 1, 0.8, 0.8, 0.4, 0.6000000000000001, 0.8, 0.8, 0.6000000000000001, 0.8, 0.4, 1.0, 0.8, 0.4, 1.0, 0.8, 1, 0.6000000000000001, 0.4, 1, 0.4, 0.4, 1, 1, 1, 1, 0.8, 0.4, 1, 0.8, 0.0, 0.8, 1.0, 0.8, 0.4, 0.4, 0.4, 1, 0.4, 0.6000000000000001, 0.8, 1, 1, 0.4, 0.8, 1, 1, 0.4, 0.8, 0.4, 0.4, 0.8, 1, 1, 1, 0.8, 0.4, 0.8, 0.4, 0.8, 0.4, 1, 1, 0.4, 0.4, 0.8, 0.4, 0.8, 0.4, 0.8, 0.6000000000000001, 1, 1, 0.8, 0.8, 1, 1, 0.4, 0.4, 0.6000000000000001, 0.4, 1, 0.8, 0.8, 0.4, 0.6000000000000001, 0.0, 1]                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | 0.7365     |
+| 1.1398        | 5.0   | 495  | 0.6483          | [0.4, 0.8, 0.4, 1, 0.4, 0.6000000000000001, 0.8, 0.8, 0.6000000000000001, 1, 1, 1, 1, 0.8, 1.0, 0.6000000000000001, 0.4, 0.8, 0.8, 1, 0.8, 0.4, 0.4, 0.8, 0.6000000000000001, 0.8, 0.8, 1, 0.8, 0.4, 0.4, 0.8, 0.8, 0.4, 1, 1, 0.4, 0.4, 0.8, 0.8, 0.8, 0.4, 1, 1, 0.4, 1, 1, 1, 0.8, 0.8, 1, 0.4, 0.4, 0.8, 0.4, 1, 1, 1, 0.4, 0.4, 0.8, 0.4, 0.8, 0.8, 0.4, 1, 0.8, 0.4, 0.8, 1, 0.8, 1.0, 1, 1, 0.8, 0.8, 0.8, 0.8, 1, 0.4, 1, 0.4, 0.4, 0.8, 0.8, 0.8, 0.8, 1, 0.0, 1, 0.4, 0.8, 0.4, 0.4, 0.4, 1, 0.8, 1.0, 0.4, 0.8, 0.4, 0.8, 1, 0.8, 0.8, 0.4, 0.8, 1, 1, 0.8, 0.8, 0.8, 0.8, 0.4, 0.4, 1, 1, 0.4, 0.8, 0.6000000000000001, 0.4, 1, 0.8, 1.0, 0.4, 0.4, 0.8, 1, 0.8, 0.8, 1.0, 0.8, 0.8, 0.8, 0.8, 1, 0.8, 0.6000000000000001, 0.4, 0.8, 0.4, 0.8, 0.8, 0.8, 0.6000000000000001, 0.8, 1, 1, 1, 0.8, 1, 0.6000000000000001, 0.8, 0.8, 0.8, 1, 1, 1, 0.6000000000000001, 0.4, 0.8, 0.0, 1, 0.6000000000000001, 0.4, 0.8, 0.4, 0.4, 1, 1, 1, 0.8, 0.8, 1.0, 0.8, 1.0, 0.4, 0.4, 0.4, 1, 1.0, 0.8, 0.0, 0.8, 1, 0.8, 0.4, 0.6000000000000001, 0.4, 0.8, 0.8, 0.8, 1, 1, 0.8, 0.8, 1, 1, 0.8, 0.8, 1.0, 0.4, 1, 0.4, 0.4, 1, 0.8, 0.8, 0.8, 1, 0.8, 0.4, 0.8, 0.8, 0.6000000000000001, 0.4, 0.8, 0.8, 1, 0.8, 0.8, 0.4, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 1, 0.8, 1, 0.8, 0.4, 0.4, 0.6000000000000001, 1, 1, 0.8, 0.8, 1.0, 1, 1, 0.8, 0.8, 0.4, 1, 0.6000000000000001, 0.8, 1, 0.8, 0.8, 0.8, 0.8, 0.8, 0.4, 0.4, 1, 0.8, 0.6000000000000001, 0.8, 0.8, 0.4, 1, 0.6000000000000001, 0.8, 0.4, 0.8, 1, 0.8, 0.8, 0.6000000000000001, 1, 0.8, 0.8, 0.4, 0.6000000000000001, 0.8, 0.8, 0.6000000000000001, 0.8, 0.4, 1.0, 0.8, 0.4, 1.0, 0.8, 1, 0.6000000000000001, 0.4, 1, 0.4, 0.4, 1, 1, 1, 1, 0.8, 0.4, 1, 0.8, 0.0, 0.8, 1.0, 0.8, 0.4, 0.4, 0.4, 1, 0.4, 0.6000000000000001, 0.8, 1, 1, 0.4, 0.8, 1, 1, 0.4, 0.8, 0.4, 0.4, 0.8, 1, 1, 1, 0.8, 0.4, 0.8, 0.4, 0.8, 0.4, 1, 1, 0.4, 0.4, 0.8, 0.4, 0.8, 0.4, 0.8, 0.6000000000000001, 1, 1, 1, 0.8, 1, 1, 0.4, 0.4, 0.6000000000000001, 0.4, 1, 0.8, 0.8, 0.4, 0.6000000000000001, 0.0, 1]                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          | 0.7370     |
+| 0.9565        | 6.0   | 594  | 0.6207          | [0.0, 0.8, 0.0, 1, 0.4, 0.6000000000000001, 0.8, 1, 0.6000000000000001, 1.0, 1, 1, 1, 1, 1.0, 0.6000000000000001, 0.4, 0.2, 0.2, 1, 0.8, 0.0, 0.4, 0.8, 0.6000000000000001, 1, 1, 1, 1, 0.0, 0.0, 0.8, 0.8, 0.4, 1, 1, 0.4, 0.0, 1, 1, 1, 0.4, 1, 1, 0.4, 1, 1, 1, 0.8, 0.8, 1, 0.4, 0.0, 0.8, 0.4, 1, 1, 1, 0.4, 0.4, 0.2, 0.4, 1, 0.8, 0.4, 1, 0.2, 0.0, 1, 1, 1, 1.0, 1, 1, 0.6000000000000001, 0.8, 1, 0.8, 1, 0.0, 1, 0.0, 0.4, 0.8, 0.8, 1, 0.2, 1, 0.0, 1, 0.8, 1, 0.4, 0.8, 0.4, 1, 0.8, 1.0, 0.0, 1, 0.4, 0.8, 1, 1, 1, 0.0, 0.2, 1, 1, 0.8, 1, 0.8, 1, 0.4, 0.4, 1, 1, 0.4, 0.8, 0.6000000000000001, 0.4, 0.6000000000000001, 0.2, 1.0, 0.4, 0.8, 0.8, 1, 0.8, 0.8, 1.0, 1, 0.8, 0.8, 1, 1, 1, 0.4, 0.4, 0.8, 0.0, 0.2, 0.8, 0.8, 0.6000000000000001, 0.8, 1, 1, 0.4, 0.8, 1, 0.6000000000000001, 0.8, 0.8, 1, 1, 1, 1, 1.0, 0.4, 1, 0.4, 1, 0.4, 0.4, 0.8, 0.8, 0.4, 1, 0.4, 1, 0.2, 1, 1.0, 0.8, 1.0, 0.4, 0.4, 0.4, 1, 1.0, 1, 0.4, 1, 1, 0.2, 0.4, 0.6000000000000001, 0.4, 0.8, 0.2, 0.8, 1, 1, 0.2, 0.8, 1, 1, 0.2, 0.8, 0.2, 0.4, 1, 0.4, 0.4, 1, 0.8, 0.2, 0.6000000000000001, 1, 0.8, 0.4, 0.8, 0.8, 1.0, 0.8, 1, 0.8, 1, 1, 0.8, 0.4, 0.4, 0.8, 0.8, 0.2, 0.2, 0.8, 0.8, 1, 0.8, 1, 1, 0.4, 0.4, 0.6000000000000001, 1, 1, 0.8, 0.8, 1.0, 1, 1, 0.8, 0.8, 0.4, 1, 0.4, 1, 1, 0.8, 1, 1, 0.8, 0.8, 0.0, 0.4, 1, 1, 1.0, 1, 0.8, 0.4, 1, 0.6000000000000001, 1, 0.4, 1, 1, 0.8, 0.8, 0.6000000000000001, 1, 0.8, 0.2, 0.0, 0.6000000000000001, 0.2, 0.8, 0.6000000000000001, 0.8, 0.8, 1.0, 0.2, 0.4, 1.0, 0.8, 1, 0.6000000000000001, 0.4, 1, 0.4, 0.4, 1, 1, 1, 1, 1, 0.8, 1, 0.2, 0.0, 0.8, 1.0, 0.8, 0.0, 0.8, 0.4, 1, 0.0, 0.6000000000000001, 0.6000000000000001, 1, 1, 0.4, 0.6000000000000001, 1, 1, 0.8, 0.8, 0.0, 0.4, 0.8, 1, 0.4, 0.4, 0.6000000000000001, 0.0, 0.8, 0.4, 0.8, 0.4, 1, 1, 0.8, 0.4, 1, 0.4, 1, 0.4, 0.8, 0.6000000000000001, 1, 1, 1, 0.8, 1, 1, 0.8, 0.4, 0.6000000000000001, 0.4, 1, 0.8, 0.8, 0.4, 0.6000000000000001, 0.0, 1]                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | 0.7070     |
+| 0.8479        | 7.0   | 693  | 0.5786          | [0.0, 1, 0.0, 0.4, 0.8, 1.0, 0.8, 1, 0.6000000000000001, 1.0, 1, 0.4, 1, 1, 1, 0.6000000000000001, 0.4, 0.2, 0.2, 1, 0.2, 0.0, 0.0, 0.8, 0.6000000000000001, 1, 1, 1, 1, 0.0, 0.0, 0.8, 0.8, 0.4, 1, 1, 1, 0.0, 1, 1, 1, 0.4, 1, 0.4, 0.0, 1, 1, 1, 1, 0.6000000000000001, 1, 0.0, 0.0, 1, 0.0, 1, 1, 1, 0.0, 0.4, 0.2, 0.4, 1, 1, 1, 1, 0.2, 0.0, 1, 1, 1, 1.0, 1, 1, 0.6000000000000001, 0.8, 1, 1, 1, 0.0, 1, 0.0, 0.0, 0.8, 0.2, 1, 0.2, 1.0, 0.4, 1, 0.8, 1, 0.0, 1, 0.0, 1, 0.8, 1.0, 0.0, 1, 1, 0.2, 1, 1, 1, 0.0, 0.2, 1, 1, 0.8, 1, 0.2, 1, 0.4, 0.8, 1, 1, 1, 1, 1.0, 0.4, 0.6000000000000001, 0.2, 1, 0.8, 0.8, 1, 1, 1, 1, 1.0, 1, 0.2, 0.8, 1, 1, 1, 0.4, 0.4, 0.8, 0.0, 0.2, 1, 1, 0.4, 1, 1, 1, 0.4, 0.2, 1, 1, 1, 1, 1, 1, 1, 1, 1.0, 1, 1, 0.4, 1, 0.4, 0.0, 1, 0.8, 0.4, 1, 0.4, 1, 0.2, 1, 1.0, 1, 1.0, 1, 0.0, 0.8, 1, 1.0, 1, 0.4, 1, 1, 0.2, 0.8, 0.6000000000000001, 0.4, 1, 0.2, 0.2, 1, 1, 0.2, 1, 1, 1, 0.2, 1, 0.2, 0.4, 1, 0.4, 1, 1.0, 1, 0.2, 0.6000000000000001, 1.0, 0.8, 0.4, 1, 0.6000000000000001, 1.0, 0.8, 1, 1, 1, 1, 1, 0.4, 0.4, 1, 1, 0.2, 1, 1, 1, 1, 1, 1, 1, 0.8, 0.0, 0.6000000000000001, 1, 1, 1, 1, 0.8, 1, 1, 0.4, 0.8, 1, 1, 0.4, 1, 1, 0.6000000000000001, 1, 1, 1, 1, 0.0, 0.4, 1, 1, 1.0, 1, 1, 1, 1, 0.6000000000000001, 1, 0.8, 1, 1, 0.8, 1, 0.6000000000000001, 1, 0.2, 0.2, 0.0, 1, 0.2, 1, 0.6000000000000001, 1, 0.8, 1, 0.2, 0.8, 1, 0.2, 1, 0.6000000000000001, 0.0, 1, 0.8, 0.0, 1, 1, 1, 1, 1, 0.8, 1, 0.2, 0.4, 0.8, 1, 0.2, 0.0, 0.8, 0.0, 1, 0.0, 0.6000000000000001, 0.6000000000000001, 1, 1, 1, 0.6000000000000001, 1, 1.0, 1, 0.8, 0.0, 0.4, 1, 1, 0.4, 0.4, 0.6000000000000001, 0.0, 1, 0.0, 1, 0.8, 1, 1, 0.8, 0.8, 1, 0.0, 1, 0.8, 1, 1, 1, 0.4, 1, 1, 1, 1, 0.8, 0.0, 0.4, 0.0, 1.0, 0.2, 1, 0.4, 0.6000000000000001, 0.4, 1]                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      | 0.7231     |
+| 0.7582        | 8.0   | 792  | 0.6239          | [0.4, 1, 0.4, 1, 1, 0.6000000000000001, 0.8, 1, 0.6000000000000001, 1.0, 1.0, 0.4, 1, 0.8, 1, 1, 0.4, 0.8, 0.8, 1, 0.8, 1, 1, 1, 1, 1, 0.8, 1, 1, 0.4, 1, 0.8, 1, 0.4, 1, 1.0, 1, 0.0, 1, 0.8, 0.8, 0.4, 1, 1, 0.4, 1, 1, 1, 1, 0.6000000000000001, 1, 0.4, 0.4, 1, 0.4, 1, 1, 1, 0.4, 0.4, 0.2, 0.4, 0.8, 1, 1, 1, 1, 1, 1, 1, 1, 1.0, 1, 1, 0.6000000000000001, 0.8, 1, 0.8, 1, 0.0, 1, 0.0, 0.4, 0.8, 0.8, 0.8, 1, 1, 1, 1, 0.8, 0.8, 1, 1, 1, 1, 1, 1.0, 0.4, 1, 1, 0.2, 1, 0.8, 1, 0.0, 0.8, 1, 1, 1, 1, 0.2, 1, 0.4, 0.4, 1, 1, 1, 1, 1, 0.4, 1, 1, 1.0, 1, 0.8, 1, 1, 1, 0.8, 1.0, 1, 1, 0.8, 1, 1, 1, 1, 0.4, 1, 0.4, 0.2, 1, 1, 0.6000000000000001, 1, 1, 1, 1, 0.8, 1, 1, 1, 1, 0.8, 1, 1, 1, 0.6000000000000001, 1, 0.8, 1, 1, 0.6000000000000001, 1, 1, 1, 0.4, 1, 1, 1, 0.2, 1, 1.0, 1, 1.0, 1, 1, 1, 1, 1, 1, 1, 0.8, 1, 0.2, 0.4, 1, 1, 0.8, 1, 0.8, 1, 1, 0.8, 1, 1, 1, 0.8, 1, 1.0, 1, 1, 1, 0.4, 1, 1, 0.2, 0.8, 1.0, 0.8, 0.4, 1, 0.6000000000000001, 1.0, 0.8, 0.8, 1, 1, 0.8, 1, 0.4, 0.4, 0.8, 1, 0.2, 1, 1, 1, 1, 1, 1, 1, 0.4, 1, 0.6000000000000001, 1, 1, 1, 1, 1, 1, 1, 0.8, 0.8, 1, 1, 1, 1, 1, 0.8, 1, 1, 0.8, 1, 0.0, 1, 1, 1, 1.0, 1, 1, 1, 1, 0.6000000000000001, 1, 1, 1, 1, 0.8, 1, 0.6000000000000001, 1, 1, 1, 1, 0.6000000000000001, 0.8, 0.8, 0.6000000000000001, 1, 0.4, 1, 0.8, 0.4, 1, 0.8, 1, 0.6000000000000001, 0.4, 1, 0.4, 1, 1, 1, 1, 1, 0.8, 0.4, 1, 1, 1, 0.8, 1, 1, 0.0, 0.4, 1, 1, 0.0, 0.6000000000000001, 0.8, 1, 1, 1, 1, 1, 1, 1, 0.8, 0.4, 0.4, 1, 1, 1, 1, 1, 1, 1, 1, 0.8, 0.4, 1, 1, 0.4, 0.8, 1, 0.0, 0.8, 0.4, 0.8, 1, 1, 1, 0.8, 1, 1, 1, 0.8, 0.4, 0.6000000000000001, 0.4, 1.0, 1, 0.8, 1, 0.6000000000000001, 0.0, 1]                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       | 0.8384     |
+| 0.7579        | 9.0   | 891  | 0.5293          | [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1.0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1.0, 1.0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1.0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1.0, 1, 1, 1, 1, 1, 1, 1, 1, 1.0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1.0, 1, 1, 1, 1, 1.0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1.0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1.0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  | 0.9972     |
 
 
 ### Framework versions

config.json

@@ -0,0 +1,32 @@
+{
+  "_name_or_path": "google/t5-v1_1-small",
+  "architectures": [
+    "CustomT5Model"
+  ],
+  "classifier_dropout": 0.0,
+  "d_ff": 1024,
+  "d_kv": 64,
+  "d_model": 512,
+  "decoder_start_token_id": 0,
+  "dense_act_fn": "gelu_new",
+  "dropout_rate": 0.1,
+  "eos_token_id": 1,
+  "feed_forward_proj": "gated-gelu",
+  "initializer_factor": 1.0,
+  "is_encoder_decoder": true,
+  "is_gated_act": true,
+  "layer_norm_epsilon": 1e-06,
+  "model_type": "t5",
+  "num_decoder_layers": 8,
+  "num_heads": 6,
+  "num_layers": 8,
+  "output_past": true,
+  "pad_token_id": 0,
+  "relative_attention_max_distance": 128,
+  "relative_attention_num_buckets": 32,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.34.0",
+  "use_cache": true,
+  "vocab_size": 32128
+}

generation_config.json

@@ -0,0 +1,9 @@
+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "max_new_tokens": 5,
+  "min_new_tokens": 5,
+  "pad_token_id": 0,
+  "prefix_allowed_tokens_fn": "lambda a, b: [209, 204, 220, 314, 305]",
+  "transformers_version": "4.34.0"
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47808f24d546a21db20c477d5bbd2b6c0581073cdb9f284d214f21b9d6c9929c
+size 153988290

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:760fc3f25c651ee4f76480b26cba2f387d2471a78e05c617bbc4373634399536
+oid sha256:5fcac56f0026ecf09a232d309c909cda07744521de47e5aad926a7b2a00ea953
 size 4728