IndoNanoT5-base-XPersona – AI Model by LazarusNLP | AlphaNeural AI

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LazarusNLP/
IndoNanoT5-base-XPersona

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text2text-generation

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LazarusNLP/IndoNanoT5-base

text-generation-inference

endpoints_compatible

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LazarusNLP/IndoNanoT5-base-XPersona

This model is a fine-tuned version of LazarusNLP/IndoNanoT5-base on the indonlg dataset. It achieves the following results on the evaluation set:

Loss: 1.8372
Bleu: 4.0669
Sacrebleu: 4.0669

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: 8
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 50

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Sacrebleu
1.9872	1.0	15516	1.8482	3.7015	3.7015
1.888	2.0	31032	1.8434	4.0409	4.0409
1.8207	3.0	46548	1.8347	4.1239	4.1239
1.7716	4.0	62064	1.8340	4.3231	4.3231
1.6948	5.0	77580	1.8443	4.4283	4.4283
1.6442	6.0	93096	1.8563	4.5338	4.5338
1.5856	7.0	108612	1.8782	4.3033	4.3033
1.5451	8.0	124128	1.8930	4.3286	4.3286
1.5056	9.0	139644	1.9207	4.2773	4.2773
1.446	10.0	155160	1.9406	4.0629	4.0629
1.406	11.0	170676	1.9636	4.1382	4.1382

Framework versions

Transformers 4.37.2
Pytorch 2.2.0+cu118
Datasets 2.16.1
Tokenizers 0.15.1