rosadecsai/led-large-16384-BASE3ep

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led-large-16384-BASE3ep

This model is a fine-tuned version of allenai/led-large-16384 on the None dataset. It achieves the following results on the evaluation set:

• —Loss: 2.0538
• —Rouge1: 36.1878
• —Rouge2: 14.1274
• —Rougel: 19.6133
• —Rougelsum: 35.9116
• —Gen Len: 1.0

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
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —gradientaccumulationsteps: 2
• —totaltrainbatch_size: 16
• —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
• —lrschedulertype: linear
• —num_epochs: 3
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.48.3
• —Pytorch 2.11.0+cu128
• —Datasets 4.8.5
• —Tokenizers 0.21.4