sinhala-book-captioning-repo – AI Model by machinelearningzuu | AlphaNeural AI

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sinhala-book-captioning-repo

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sinhala-book-captioning-repo

This model is a fine-tuned version of microsoft/git-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0053
Wer Score: 1.3218

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: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 2
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Wer Score
5.2519	0.3	50	4.5638	1.0
0.6662	0.6	100	0.3785	1.0
0.0214	0.9	150	0.0154	0.8161
0.0123	1.2	200	0.0104	0.7356
0.0077	1.5	250	0.0095	0.7126
0.0091	1.8	300	0.0080	0.6897
0.009	2.1	350	0.0076	0.6897
0.008	2.4	400	0.0076	0.7356
0.0066	2.69	450	0.0071	0.6667
0.0065	2.99	500	0.0068	0.6437
0.0068	3.29	550	0.0063	0.6207
0.0066	3.59	600	0.0063	5.1494
0.0063	3.89	650	0.0061	0.6322
0.0063	4.19	700	0.0055	0.5287
0.007	4.49	750	0.0053	0.5172
0.0054	4.79	800	0.0053	1.3218

Framework versions

Transformers 4.30.2
Pytorch 1.13.0
Datasets 2.11.0
Tokenizers 0.13.0