occitan-distilgpt2-medium

Adieusatz brave monde!

This model is a fine-tuned version of distilgpt2 on the Occitan language section of the Wikipedia dataset, and is part of a personal effort to study the Occitan language in an NLP environment. It achieves the following results on the evaluation set:

• Loss: 2.0163

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: 5e-05
• train_batch_size: 12
• eval_batch_size: 12
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 48
• 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
2.1497	1.0	854	2.0202
2.1145	2.0	1708	2.0195
2.097	3.0	2562	2.0163

Framework versions

• Transformers 4.38.2
• Pytorch 2.1.1+cu121
• Datasets 2.18.0
• Tokenizers 0.15.2