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RazinAleks/working

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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working

This model is a fine-tuned version of RazinAleks/working on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 3.2209
  • —Rouge1: 0.0485
  • —Rouge2: 0.0137
  • —Rougel: 0.0481
  • —Rougelsum: 0.0484
  • —Gen Len: 17.5748

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: 2e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 4

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsumGen Len
4.2671.09383.35900.04230.01170.0420.042117.3022
3.98782.018763.26910.04370.01160.04350.043717.3476
3.91173.028143.23180.04830.0140.04790.048117.61
3.88084.037523.22090.04850.01370.04810.048417.5748

Framework versions

  • —Transformers 4.33.0
  • —Pytorch 2.0.0
  • —Datasets 2.1.0
  • —Tokenizers 0.13.3