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