image-caption-generator

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

• Loss: 0.2180

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: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 18

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	140	0.9561
No log	2.0	280	0.8228
No log	3.0	420	0.7362
1.0135	4.0	560	0.6639
1.0135	5.0	700	0.5998
1.0135	6.0	840	0.5435
1.0135	7.0	980	0.4893
0.6775	8.0	1120	0.4445
0.6775	9.0	1260	0.4032
0.6775	10.0	1400	0.3637
0.5059	11.0	1540	0.3269
0.5059	12.0	1680	0.3013
0.5059	13.0	1820	0.2749
0.5059	14.0	1960	0.2553
0.389	15.0	2100	0.2395
0.389	16.0	2240	0.2280
0.389	17.0	2380	0.2214
0.3218	18.0	2520	0.2180

Framework versions

• Transformers 4.39.3
• Pytorch 2.1.2
• Datasets 2.18.0
• Tokenizers 0.15.2