nmt-mpst-id-en-lr_1e-3-ep_20-seq_128_bs-32 – AI Model by meongracun | AlphaNeural AI

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nmt-mpst-id-en-lr_1e-3-ep_20-seq_128_bs-32

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nmt-mpst-id-en-lr_1e-3-ep_20-seq_128_bs-32

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

Loss: 1.6391
Bleu: 18.9112
Meteor: 0.3583

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: 0.001
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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Meteor
No log	1.0	202	1.8793	13.9958	0.2988
No log	2.0	404	1.7154	15.2332	0.3136
1.6109	3.0	606	1.6615	16.4394	0.3279
1.6109	4.0	808	1.6292	17.1368	0.3375
1.2855	5.0	1010	1.6205	17.7174	0.3451
1.2855	6.0	1212	1.6246	17.9786	0.3478
1.2855	7.0	1414	1.6178	18.3294	0.3515
1.0144	8.0	1616	1.6195	18.6155	0.3556
1.0144	9.0	1818	1.6320	18.7035	0.3565
0.8814	10.0	2020	1.6391	18.9112	0.3583

Framework versions

Transformers 4.24.0
Pytorch 1.12.1+cu113
Datasets 2.6.1
Tokenizers 0.13.2