--- license: apache-2.0 base_model: google/t5-v1_1-large tags: - generated_from_trainer model-index: - name: SBIC-google-t5-v1_1-large-inter_model-frequency-model_annots_str-pairwise-mse results: [] --- # SBIC-google-t5-v1_1-large-inter_model-frequency-model_annots_str-pairwise-mse This model is a fine-tuned version of [google/t5-v1_1-large](https://huggingface.co/google/t5-v1_1-large) on the None dataset. It achieves the following results on the evaluation set: - Train Loss: 2.6586 - Loss: 0.4101 - Losses: [2, 2, 2, 1, 3, 2, 3, 2, 2, 2, 2, 6, 3, 3, 2, 3, 6, 2, 6, 2, 2, 2, 2, 4, 3, 2, 3, 2, 2, 3, 2, 3, 3, 3, 2, 2, 4, 6, 2, 2, 3, 6, 2, 2, 3, 3, 2, 2, 2, 2, 2, 2, 6, 2, 3, 2, 3, 3, 4, 6, 2, 3, 2, 3, 2, 3, 3, 4, 2, 4, 2, 2, 4, 3, 2, 3, 2, 6, 3, 2, 2, 3, 2, 2, 2, 2, 3, 2, 6, 6, 6, 6, 2, 2, 3, 2, 2, 4, 6, 2, 4, 2, 3, 3, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 6, 2, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 3, 2, 2, 3, 2, 2, 2, 3, 3, 2, 2, 3, 2, 3, 2, 2, 6, 2, 3, 3, 2, 3, 6, 6, 2, 2, 2, 2, 3, 2, 2, 3, 3, 2, 4, 2, 2, 2, 6, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 2, 3, 3, 2, 2, 1, 2, 2, 2, 2, 1, 6, 2, 2, 1, 2, 2, 2, 3, 3, 2, 2, 3, 2, 3, 4, 2, 2, 2, 3, 2, 1, 2, 2, 6, 2, 2, 3, 1, 2, 2, 2, 2, 3, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 4, 6, 2, 2, 3, 2, 2, 2, 2, 3, 2, 3, 2, 2, 3, 4, 2, 2, 2, 6, 2, 3, 2, 2, 2, 6, 2, 3, 2, 3, 3, 6, 2, 3, 2, 6, 3, 3, 2, 2, 2, 2, 2, 0, 2, 2, 2, 6, 2, 2, 2, 3, 2, 2, 2, 2, 3, 3, 3, 2, 6, 3, 2, 3, 5, 2, 2, 1, 6, 0, 2, 6, 3, 2, 4, 2, 2, 2, 2, 3, 6, 2, 3, 2, 6, 2, 2, 6, 2, 3, 2, 2, 2, 6, 2, 4, 4, 2, 2, 2, 4, 6, 2, 2, 2, 3, 2, 2, 2, 2, 2, 5, 6, 2, 2, 2, 3, 2, 2, 2, 2, 1, 2, 2, 2, 2, 6, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 0, 3, 2, 6, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 3, 2, 2, 6, 2, 2, 2, 3, 6, 2, 3, 6, 6, 2, 2, 2, 3, 3, 2, 3, 2, 2, 2, 3, 3, 2, 2, 3, 2, 2, 3, 2, 3, 6, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 6, 3, 3, 6, 2, 2, 6, 3, 2, 2, 3, 3, 2, 3, 2, 3, 3, 3, 2, 2, 2, 4, 2, 2, 2, 2, 2, 6, 2, 3, 3, 2, 2, 3, 6, 2, 2, 4, 2, 2, 1, 2, 2, 1, 2, 3, 2, 2, 3, 2, 2, 2, 2, 5, 2, 2, 6, 2, 2, 6, 2, 6, 6, 5, 2, 1, 4, 2, 6, 2, 2, 2, 2, 6, 6, 2, 2, 2, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 4, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 4, 2, 3, 2, 2, 2, 2, 6, 6, 2, 6, 4, 2, 3, 6, 2, 2, 2, 2, 2, 3, 4, 2, 2, 2, 3, 2, 2, 2, 4, 3, 2, 2, 3, 2, 2, 3, 6, 2, 5, 3, 2, 2, 2, 3, 3, 2, 2, 4, 4, 2, 2, 2, 6, 3, 2, 3, 2, 2, 2, 3, 2, 4, 3, 2, 2, 2, 3, 2, 6, 2, 3, 2, 3, 2, 2, 2, 4, 2, 5, 3, 2, 2, 3, 6, 2, 2, 3, 2, 3, 2, 3, 2, 3, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 6, 2, 2, 3, 4, 2, 2, 3, 3, 2, 2, 2, 2, 5, 5, 2, 2, 2, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 3, 3, 2, 2, 2, 2, 0, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 1, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 3, 2, 3, 6, 3, 2, 2, 6, 2, 2, 2, 2, 6, 3, 2, 6, 2, 2, 3, 3, 3, 3, 1, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 4, 3, 2, 3, 6, 6, 3, 2, 3, 2, 2, 3, 2, 2, 2, 2, 3, 2, 2, 6, 3, 2, 3, 2, 3, 2, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 3, 2, 2, 2, 4, 6, 2, 3, 2, 2, 6, 2, 6, 6, 6, 6, 2, 3, 2, 2, 6, 2, 6, 2, 3, 2, 2, 2, 2, 1, 4, 3, 2, 6, 1, 2, 0, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 3, 2, 0, 2, 2, 2, 3, 2, 2, 4, 2, 3, 2, 2, 4, 6, 2, 2, 2, 6, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 1, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 6, 2, 2, 2, 2, 1, 2, 3, 6, 2, 3, 2, 2, 2, 3, 2, 3, 6, 6, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 6, 2, 4, 2, 3, 2, 2, 3, 2, 2, 6, 2, 4, 2, 2, 6, 3, 2, 2, 3, 3, 3, 2, 6, 2, 2, 2, 2, 3, 3, 6, 3, 2, 2, 2, 6, 2, 2, 2, 3, 2, 3, 3, 2, 2, 2, 2, 3, 3, 3, 4, 2, 2, 2, 2, 2, 4, 4, 3, 3, 3, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 6, 4, 2, 2, 6, 3, 2, 6, 2, 2, 2, 6, 4, 2, 3, 2, 2, 2, 6, 2, 2, 3, 2, 3, 2, 4, 2, 2, 2, 2, 2, 3, 3, 2, 2, 3, 6, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 3, 3, 3, 2, 6, 6, 3, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 4, 3, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 6, 2, 2, 2, 6, 2, 2, 3, 3, 2, 2, 3, 3, 3, 2, 2, 2, 1, 2, 2, 1, 3, 2, 4, 5, 2, 2, 3, 2, 2, 2, 3, 2, 2, 3, 4, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 6, 6, 2, 2, 2, 6, 2, 3, 3, 2, 2, 2, 4, 2, 2, 3, 2, 6, 2, 2, 2, 6, 6, 2, 2, 2, 6, 4, 2, 3, 2, 0, 2, 2, 2, 4, 4, 6, 2, 6, 2, 5, 2, 3, 6, 3, 2, 6, 1, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 1, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 1, 2, 2, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 4, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 6, 2, 4, 2, 3, 2, 6, 2, 2, 2, 2, 3, 2, 2, 3, 2, 2, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 6, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 6, 2, 2, 2, 2, 3, 2, 2, 6, 6, 2, 2, 2, 2, 2, 2, 6, 2, 2, 6, 2, 2, 2, 6, 6, 2, 2, 3, 2, 2, 2, 3, 4, 4, 3, 2, 1, 2, 2, 2, 2, 2, 1, 4, 2, 3, 2, 6, 2, 3, 6, 4, 2, 3, 3, 2, 2, 2, 3, 2, 2, 3, 2, 2, 6, 2, 3, 6, 2, 2, 6, 2, 6, 2, 3, 2, 2, 6, 2, 3, 2, 2, 2, 3, 2, 2, 2, 6, 3, 2, 3, 3, 2, 2, 6, 4, 2, 2, 2, 2, 2, 1, 2, 3, 2, 6, 6, 2, 3, 3, 2, 2, 2, 6, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 2, 2, 2, 3, 2, 6, 4, 3, 6, 6, 2, 2, 3, 2, 6, 2, 4, 2, 2, 2, 2, 2, 2, 3, 2, 4, 3, 2, 2, 2, 6, 6, 2, 2, 2, 4, 2, 2, 2, 6, 3, 2, 6, 2, 2, 6, 0, 2, 6, 2, 2, 3, 3, 2, 2, 2, 2, 6, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 6, 2] ## 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: 32 - eval_batch_size: 32 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 200 ### Training results | Training Loss | Epoch | Step | Train Loss | Validation Loss | Losses | |:-------------:|:-----:|:-----:|:----------:|:---------------:|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:| | 7.249 | 1.0 | 392 | 5.5697 | 7.4163 | [4, 4, 4, 2, 4, 7, 4, 4, 4, 9, 8, 8, 7, 4, 9, 4, 7, 9, 9, 4, 9, 8, 4, 7, 4, 4, 4, 4, 4, 4, 4, 4, 7, 1, 7, 4, 5, 7, 9, 9, 4, 7, 4, 9, 4, 7, 7, 8, 4, 4, 4, 3, 7, 4, 4, 4, 4, 4, 4, 9, 4, 4, 9, 4, 9, 7, 1, 5, 4, 5, 4, 4, 5, 4, 4, 8, 4, 7, 4, 4, 4, 8, 9, 10, 9, 9, 4, 10, 7, 7, 7, 7, 4, 8, 1, 4, 12, 5, 7, 8, 6, 4, 4, 4, 8, 4, 9, 1, 6, 8, 4, 4, 4, 8, 1, 8, 4, 4, 7, 4, 7, 3, 4, 4, 8, 8, 4, 4, 8, 9, 3, 4, 8, 7, 4, 4, 4, 7, 4, 4, 4, 4, 8, 8, 4, 4, 4, 4, 8, 4, 7, 4, 5, 4, 7, 6, 7, 7, 4, 9, 4, 8, 8, 4, 4, 1, 9, 8, 9, 8, 4, 9, 8, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 7, 7, 4, 4, 4, 4, 4, 6, 4, 4, 4, 9, 2, 6, 4, 4, 2, 4, 7, 3, 4, 4, 4, 6, 4, 4, 4, 5, 8, 8, 4, 4, 4, 6, 9, 4, 7, 4, 4, 4, 7, 9, 7, 8, 9, 6, 4, 7, 7, 4, 9, 6, 8, 4, 9, 8, 15, 9, 4, 2, 7, 4, 4, 4, 4, 4, 7, 4, 4, 6, 4, 7, 7, 4, 5, 4, 4, 4, 8, 4, 4, 4, 3, 4, 8, 4, 4, 4, 8, 4, 7, 4, 4, 4, 8, 4, 4, 4, 8, 8, 4, 4, 3, 4, 8, 4, 8, 4, 8, 4, 4, 9, 9, 9, 4, 1, 8, 7, 4, 8, 3, 7, 4, 4, 4, 4, 2, 7, 2, 4, 7, 4, 4, 5, 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2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 2, 2, 2, 3, 2, 6, 4, 3, 6, 6, 2, 2, 3, 2, 6, 2, 4, 2, 2, 2, 2, 2, 2, 3, 2, 4, 3, 2, 2, 2, 6, 6, 2, 2, 2, 4, 2, 2, 2, 6, 3, 2, 6, 2, 2, 6, 0, 2, 6, 2, 2, 3, 3, 2, 2, 2, 2, 6, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 6, 2] | ### Framework versions - Transformers 4.34.0 - Pytorch 2.1.0+cu121 - Datasets 2.14.5 - Tokenizers 0.14.1