Mub1532/23144792-fyp-calendar-tasks

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mub-model

This model is a fine-tuned version of google/flan-t5-large on a synthetic custom dataset. It achieves the following results on the evaluation set:

• —Loss: 0.6100
• —Rouge1: 49.1502
• —Rouge2: 42.8078
• —Rougel: 48.1908
• —Rougelsum: 48.113
• —Gen Len: 18.95

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
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• —lrschedulertype: linear
• —num_epochs: 5

Training results

Framework versions

• —Transformers 5.7.0
• —Pytorch 2.8.0+cu128
• —Datasets 4.8.5
• —Tokenizers 0.22.2