my_model

This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.2877
• Bleu: 0.0001
• Gen Len: 17.7878

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: 2e-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

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.3656	1.0	1000	0.3225	0.0	18.175
0.3395	2.0	2000	0.3070	0.0	18.193
0.3266	3.0	3000	0.2998	0.0	18.0902
0.3142	4.0	4000	0.2957	0.0	17.8615
0.3155	5.0	5000	0.2925	0.0	17.8932
0.3045	6.0	6000	0.2908	0.0	17.8382
0.3093	7.0	7000	0.2894	0.0	17.8515
0.3012	8.0	8000	0.2885	0.0001	17.827
0.3007	9.0	9000	0.2878	0.0	17.7822
0.302	10.0	10000	0.2877	0.0001	17.7878

Framework versions

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