my_awesome_indosum_model – AI Model by abelagustiann | AlphaNeural AI

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my_awesome_indosum_model

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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my_awesome_indosum_model

This model is a fine-tuned version of t5-small on the indosum dataset. It achieves the following results on the evaluation set:

Loss: 0.9401
Rouge1: 0.1739
Rouge2: 0.1376
Rougel: 0.1741
Rougelsum: 0.1737
Gen Len: 19.0

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: 2e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	19	1.3632	0.1491	0.1079	0.1489	0.1485	19.0
No log	2.0	38	1.0416	0.1676	0.1255	0.1674	0.1661	19.0
No log	3.0	57	0.9622	0.1735	0.1357	0.1733	0.1727	19.0
No log	4.0	76	0.9401	0.1739	0.1376	0.1741	0.1737	19.0

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu118
Datasets 2.15.0
Tokenizers 0.15.0