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gokuls/HBERTv1_48_L10_H512_A8

sourceHugging Faceupdated 3y agoView on Hugging Face
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HBERTv148L10H512A8

This model is a fine-tuned version of [](https://huggingface.co/) on the gokuls/wikibookcorpuscompleteprocessedbertdataset dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.8146
  • —Accuracy: 0.5044

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: 64
  • —evalbatchsize: 64
  • —seed: 10
  • —distributed_type: multi-GPU
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 10000
  • —num_epochs: 100

Training results

Framework versions

  • —Transformers 4.33.3
  • —Pytorch 1.14.0a0+410ce96
  • —Datasets 2.14.5
  • —Tokenizers 0.13.3