wikipedia-20230601.ace

This model is a fine-tuned version of distilgpt2 on the graelo/wikipedia-20230601.ace dataset. It achieves the following results on the evaluation set:

  • Loss: 1.0119

Model description

This model finetune distilgpt2 to Acehnese just for experiment purpose

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: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3.0

Training results

Training Loss Epoch Step Validation Loss
2.2459 1.0 673 1.0254
1.7159 2.0 1346 1.0161
1.6392 3.0 2019 1.0119

Perplexity

Datatest: load_dataset("graelo/wikipedia", "20230601.ace", split="train[-10%:]")

  • original distilgpt2 : 40.5980
  • this model (finetuned) : 3.9992

Framework versions

  • Transformers 4.32.0.dev0
  • Pytorch 2.0.1+cu117
  • Datasets 2.13.1
  • Tokenizers 0.13.3
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