wav2GPT2MusiNewStricD3E5 – AI Model by nacielo | AlphaNeural AI

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nacielo/
wav2GPT2MusiNewStricD3E5

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speech-encoder-decoder

automatic-speech-recognition

generated_from_trainer

endpoints_compatible

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wav2GPT2MusiNewStricD3E5

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

Loss: 1.9268
Rouge1: 31.1418
Rouge2: 9.8004
Rougel: 23.2508
Rougelsum: 23.2708
Gen Len: 64.93

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: 1e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
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	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
2.6001	1.0	1361	2.2566	22.0988	6.1329	16.1614	16.1192	87.75
2.3044	2.0	2722	2.0828	26.1764	8.6856	19.2354	19.1702	74.46
2.1894	3.0	4083	1.9912	29.7982	9.264	22.2165	22.193	67.71
2.119	4.0	5444	1.9419	30.1668	9.2004	22.5359	22.5969	63.31
2.0963	5.0	6805	1.9268	31.1418	9.8004	23.2508	23.2708	64.93

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu117
Datasets 2.14.2
Tokenizers 0.13.3