stuartmesham/xlnet-large_spell_10k_3_p3

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xlnet-largespell10k3p3

This model is a fine-tuned version of model_saves/xlnet-large_spell_10k_3_p2 on an unknown dataset. It achieves the following results on the evaluation set:

• —Loss: 0.4498
• —Accuracy: 0.9403

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: 1e-05
• —trainbatchsize: 128
• —evalbatchsize: 128
• —seed: 62
• —distributed_type: multi-GPU
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: constant
• —num_epochs: 15.0

Training results

Framework versions

• —Transformers 4.21.0.dev0
• —Pytorch 1.11.0+cu113
• —Datasets 2.3.2
• —Tokenizers 0.12.1