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rosadecsai/led-large-16384-BASE3ep-ASPRPreACE3ep

sourceHugging Faceapache-2.0updated 16h agoView on Hugging Face
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led-large-16384-BASE3ep-ASPRPreACE3ep

This model is a fine-tuned version of rosadecsai/led-large-16384-BASE3ep on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.0896
  • —Rouge1: 46.0449
  • —Rouge2: 15.3846
  • —Rougel: 20.0708
  • —Rougelsum: 44.1558
  • —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

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsumGen Len
2.3051.011322.087833.101512.552316.96831.43251.0
2.32292.022642.078239.257316.223418.567638.19631.0
2.22092.997833932.089646.044915.384620.070844.15581.0

Framework versions

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