indobert-squad-qasina-LR-5e-06-BS-8-ML-384 – AI Model by mhdafifan | AlphaNeural AI

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indobert-squad-qasina-LR-5e-06-BS-8-ML-384

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indobert-squad-qasina-LR-5e-06-BS-8-ML-384

This model is a fine-tuned version of mhdafifan/indobert-squad-id-LR-2e-05-BS-8-ML-384 on the QASiNa dataset. It achieves the following results on the evaluation set:

Loss: 2.6259
F1: 54.0509
Exact Match: 44.3396

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: 5e-06
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.2
num_epochs: 7

Training results

Training Loss	Epoch	Step	Validation Loss	F1	Exact Match
3.1587	1.0	59	2.6552	56.1692	46.2264
2.0759	2.0	118	2.4696	57.8213	47.1698
1.4561	3.0	177	2.5019	54.238	44.3396
1.2749	4.0	236	2.5695	53.5941	42.4528
1.192	5.0	295	2.6259	54.0509	44.3396

Framework versions

Transformers 4.57.1
Pytorch 2.9.1+cu128
Datasets 4.4.1
Tokenizers 0.22.1