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patrixtano/mt5-large-finetuned-anaphora_czech

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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mt5-large-finetuned-anaphora_czech

This model is a fine-tuned version of google/mt5-large on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.1359
  • —Score: 94.4870
  • —Char Order: 6
  • —Word Order: 0
  • —Beta: 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: 2e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3

Training results

Training LossEpochStepValidation LossScoreChar OrderWord OrderBeta
0.38271.020970.204593.9204602
0.25492.041940.144294.2760602
0.2113.062910.135994.4870602

Framework versions

  • —Transformers 4.44.2
  • —Pytorch 2.4.1+cu121
  • —Datasets 2.21.0
  • —Tokenizers 0.19.1