metadata
tags:
- generated_from_trainer
model-index:
- name: pp-mod-subj2-transformer-4
results: []
pp-mod-subj2-transformer-4
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.9266
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: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- training_steps: 3052726
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
4.2297 | 0.03 | 76320 | 4.2433 |
4.0275 | 1.03 | 152640 | 4.0750 |
3.9187 | 0.03 | 228960 | 4.0013 |
3.8499 | 1.03 | 305280 | 3.9602 |
3.8009 | 0.03 | 381600 | 3.9359 |
3.754 | 1.03 | 457920 | 3.9211 |
3.7162 | 0.03 | 534240 | 3.9103 |
3.6839 | 1.03 | 610560 | 3.9040 |
3.6566 | 0.03 | 686880 | 3.9007 |
3.6332 | 1.03 | 763200 | 3.8988 |
3.6064 | 0.03 | 839520 | 3.8968 |
3.5872 | 1.03 | 915840 | 3.8964 |
3.5702 | 0.03 | 992160 | 3.8978 |
3.5552 | 1.03 | 1068480 | 3.8977 |
3.5343 | 0.03 | 1144800 | 3.9006 |
3.5197 | 1.03 | 1221120 | 3.9013 |
3.5064 | 0.03 | 1297440 | 3.9038 |
3.4941 | 0.03 | 1373760 | 3.9058 |
3.481 | 1.03 | 1450080 | 3.9078 |
3.4726 | 0.03 | 1526400 | 3.9097 |
3.4675 | 1.03 | 1602720 | 3.9105 |
3.4502 | 0.03 | 1679040 | 3.9132 |
3.4381 | 1.03 | 1755360 | 3.9147 |
3.4265 | 0.03 | 1831680 | 3.9167 |
3.4144 | 1.03 | 1908000 | 3.9173 |
3.4049 | 0.03 | 1984320 | 3.9193 |
3.3904 | 0.03 | 2060640 | 3.9211 |
3.3792 | 1.03 | 2136960 | 3.9233 |
3.3687 | 0.03 | 2213280 | 3.9250 |
3.3597 | 1.03 | 2289600 | 3.9263 |
3.3466 | 0.03 | 2365920 | 3.9275 |
3.3407 | 1.03 | 2442240 | 3.9272 |
3.3293 | 0.03 | 2518560 | 3.9300 |
3.3238 | 0.03 | 2594880 | 3.9299 |
3.3127 | 1.03 | 2671200 | 3.9311 |
3.3062 | 0.03 | 2747520 | 3.9313 |
3.3036 | 0.03 | 2823840 | 3.9303 |
3.2911 | 1.03 | 2900160 | 3.9300 |
3.2841 | 0.03 | 2976480 | 3.9290 |
3.2768 | 1.02 | 3052726 | 3.9266 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3