--- license: apache-2.0 tags: - generated_from_trainer model-index: - name: t5-small-text-simplification_1e4_adafactor results: [] --- # t5-small-text-simplification_1e4_adafactor This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 0.4541 ## 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: 0.0001 - train_batch_size: 256 - eval_batch_size: 256 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 20 ### Training results | Training Loss | Epoch | Step | Validation Loss | |:-------------:|:-----:|:-----:|:---------------:| | 0.8842 | 1.0 | 582 | 0.4651 | | 0.5737 | 2.0 | 1164 | 0.4611 | | 0.5559 | 3.0 | 1746 | 0.4585 | | 0.548 | 4.0 | 2328 | 0.4573 | | 0.541 | 5.0 | 2910 | 0.4565 | | 0.5349 | 6.0 | 3492 | 0.4564 | | 0.5257 | 7.0 | 4074 | 0.4552 | | 0.5223 | 8.0 | 4656 | 0.4558 | | 0.5185 | 9.0 | 5238 | 0.4550 | | 0.5145 | 10.0 | 5820 | 0.4544 | | 0.5166 | 11.0 | 6402 | 0.4551 | | 0.5104 | 12.0 | 6984 | 0.4546 | | 0.5089 | 13.0 | 7566 | 0.4547 | | 0.5054 | 14.0 | 8148 | 0.4544 | | 0.5047 | 15.0 | 8730 | 0.4544 | | 0.5043 | 16.0 | 9312 | 0.4537 | | 0.5021 | 17.0 | 9894 | 0.4539 | | 0.5034 | 18.0 | 10476 | 0.4539 | | 0.5008 | 19.0 | 11058 | 0.4541 | | 0.5003 | 20.0 | 11640 | 0.4541 | ### Framework versions - Transformers 4.30.2 - Pytorch 2.0.1+cu118 - Datasets 2.13.1 - Tokenizers 0.13.3