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metadata
license: mit
tags:
  - generated_from_trainer
model-index:
  - name: xlnet-base-cased-IUChatbot-ontologyDts-localParams
    results: []

xlnet-base-cased-IUChatbot-ontologyDts-localParams

This model is a fine-tuned version of xlnet-base-cased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0238

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
  • train_batch_size: 8
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3

Training results

Training Loss Epoch Step Validation Loss
0.1172 1.0 1119 0.0657
0.0564 2.0 2238 0.0237
0.033 3.0 3357 0.0238

Framework versions

  • Transformers 4.15.0
  • Pytorch 1.10.0+cu111
  • Datasets 1.18.0
  • Tokenizers 0.10.3