t5-small-finetuned-SLM-slp
This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3216
- Rouge1: 0.0
- Rouge2: 0.0
- Rougel: 0.0
- Rougelsum: 0.0
- Gen Len: 0.0
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 40
- mixed_precision_training: Native AMP
Training results
Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
---|---|---|---|---|---|---|---|---|
No log | 1.0 | 18 | 1.3069 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 2.0 | 36 | 0.9637 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 3.0 | 54 | 0.8700 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 4.0 | 72 | 0.8496 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 5.0 | 90 | 0.8265 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 6.0 | 108 | 0.7646 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 7.0 | 126 | 0.7115 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 8.0 | 144 | 0.6772 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 9.0 | 162 | 0.6396 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 10.0 | 180 | 0.6141 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 11.0 | 198 | 0.5893 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 12.0 | 216 | 0.5606 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 13.0 | 234 | 0.5402 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 14.0 | 252 | 0.5238 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 15.0 | 270 | 0.5037 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 16.0 | 288 | 0.4876 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 17.0 | 306 | 0.4726 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 18.0 | 324 | 0.4586 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 19.0 | 342 | 0.4458 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 20.0 | 360 | 0.4337 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 21.0 | 378 | 0.4201 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 22.0 | 396 | 0.4115 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 23.0 | 414 | 0.4016 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 24.0 | 432 | 0.3860 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 25.0 | 450 | 0.3783 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 26.0 | 468 | 0.3731 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
No log | 27.0 | 486 | 0.3657 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
0.9036 | 28.0 | 504 | 0.3559 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
0.9036 | 29.0 | 522 | 0.3504 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
0.9036 | 30.0 | 540 | 0.3474 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
0.9036 | 31.0 | 558 | 0.3439 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
0.9036 | 32.0 | 576 | 0.3402 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
0.9036 | 33.0 | 594 | 0.3345 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
0.9036 | 34.0 | 612 | 0.3316 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
0.9036 | 35.0 | 630 | 0.3303 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
0.9036 | 36.0 | 648 | 0.3270 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
0.9036 | 37.0 | 666 | 0.3249 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
0.9036 | 38.0 | 684 | 0.3231 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
0.9036 | 39.0 | 702 | 0.3220 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
0.9036 | 40.0 | 720 | 0.3216 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
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Model tree for kevinharry/t5-small-finetuned-SLM-slp
Base model
google-t5/t5-small