tokipona_to_eng_model_v0.4

This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:

• eval_loss: 3.7209
• eval_bleu: 1.4637
• eval_gen_len: 13.0049
• eval_runtime: 2.6154
• eval_samples_per_second: 77.617
• eval_steps_per_second: 4.971
• epoch: 5.0
• step: 305

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: 9e-05
• train_batch_size: 16
• eval_batch_size: 16
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10
• mixed_precision_training: Native AMP

Framework versions

• Transformers 4.28.1
• Pytorch 2.0.0+cu118
• Datasets 2.11.0
• Tokenizers 0.13.3