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apwic/
liputan6-unipelt

Name: liputan6-unipelt
Availability: InStock

generated_from_trainer

id_liputan6

LazarusNLP/IndoNanoT5-base

finetune

apache-2.0

model-index

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liputan6-unipelt

This model is a fine-tuned version of LazarusNLP/IndoNanoT5-base on the id_liputan6 canonical dataset. It achieves the following results on the evaluation set:

Loss: 2.5645
Rouge1: 1.8031
Rouge2: 0.4028
Rougel: 1.5585
Rougelsum: 1.6132
Gen Len: 127.0

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: 0.001
train_batch_size: 16
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5.0

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
3.9747	1.0	63	3.1043	3.9543	1.0191	3.7375	3.7922	127.0
3.0262	2.0	126	2.7314	5.0276	1.3105	4.1292	4.3574	127.0
2.6214	3.0	189	2.5645	5.2587	1.2673	3.8487	4.3728	127.0
2.3496	4.0	252	2.4158	4.4309	0.9142	3.2152	3.5296	127.0
2.1749	5.0	315	2.3672	5.0669	1.0704	3.6335	4.1011	127.0

Framework versions

Transformers 4.40.2
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

apwic/liputan6-unipelt

liputan6-unipelt

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

apwic/
liputan6-unipelt