--- license: apache-2.0 base_model: google/flan-t5-base tags: - generated_from_trainer metrics: - rouge model-index: - name: flan-t5-base-lable_model_1 results: [] --- # flan-t5-base-lable_model_1 This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 0.0517 - Rouge1: 95.1613 - Rouge2: 0.0 - Rougel: 95.1613 - Rougelsum: 95.1613 - Gen Len: 4.3871 ## 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: 8 - eval_batch_size: 8 - 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 | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len | |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:-------:|:---------:|:-------:| | No log | 1.0 | 18 | 0.0815 | 95.1613 | 0.0 | 95.1613 | 95.1613 | 4.3871 | | No log | 2.0 | 36 | 0.0740 | 95.1613 | 0.0 | 95.1613 | 95.1613 | 4.3871 | | No log | 3.0 | 54 | 0.0757 | 95.1613 | 0.0 | 95.1613 | 95.1613 | 4.3871 | | No log | 4.0 | 72 | 0.0542 | 95.1613 | 0.0 | 95.1613 | 95.1613 | 4.3871 | | No log | 5.0 | 90 | 0.0517 | 95.1613 | 0.0 | 95.1613 | 95.1613 | 4.3871 | | No log | 6.0 | 108 | 0.0519 | 95.1613 | 0.0 | 95.1613 | 95.1613 | 4.3871 | | No log | 7.0 | 126 | 0.0637 | 95.1613 | 0.0 | 95.1613 | 95.1613 | 4.3871 | | No log | 8.0 | 144 | 0.0688 | 95.1613 | 0.0 | 95.1613 | 95.1613 | 4.3871 | ### Framework versions - Transformers 4.43.3 - Pytorch 2.3.1+cu121 - Datasets 2.20.0 - Tokenizers 0.19.1