--- license: apache-2.0 tags: - generated_from_trainer metrics: - bleu model-index: - name: t5-small-finetuned-wikisql-sql-nl-nl-sql results: [] --- # t5-small-finetuned-wikisql-sql-nl-nl-sql This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the None dataset. It achieves the following results on the evaluation set: - Loss: 0.1932 - Bleu: 41.8787 - Gen Len: 16.6251 ## 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: 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: 5 ### Training results | Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len | |:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:| | 0.2655 | 1.0 | 8097 | 0.2252 | 39.7999 | 16.6893 | | 0.2401 | 2.0 | 16194 | 0.2066 | 40.9456 | 16.6712 | | 0.2236 | 3.0 | 24291 | 0.1985 | 41.3509 | 16.5884 | | 0.2158 | 4.0 | 32388 | 0.1944 | 41.6988 | 16.6165 | | 0.2122 | 5.0 | 40485 | 0.1932 | 41.8787 | 16.6251 | ### Framework versions - Transformers 4.18.0 - Pytorch 1.10.0+cu111 - Datasets 2.0.0 - Tokenizers 0.11.6