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t5-small-finetuned-liputan6 – AI Model by mdaffarudiyanto | AlphaNeural AI
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t5-small-finetuned-liputan6
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transformers
safetensors
t5
text2text-generation
generated_from_trainer
id_liputan6
google-t5/t5-small
finetune
apache-2.0
model-index
text-generation-inference
endpoints_compatible
us
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t5-small-finetuned-liputan6
This model is a fine-tuned version of
t5-small
on the id_liputan6 dataset. It achieves the following results on the evaluation set:
Loss: 1.4736
Rouge1: 16.8519
Rouge2: 8.2938
Rougel: 15.684
Rougelsum: 16.2027
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: 0.0001
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
Gen Len
1.2939
1.0
24236
1.4736
16.8519
8.2938
15.684
16.2027
19.0
Framework versions
Transformers 4.39.3
Pytorch 2.2.2+cu121
Datasets 2.18.0
Tokenizers 0.15.2