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mdeberta-squad-qasina-LR-5e-06-BS-8-ML-384 – AI Model by mhdafifan | AlphaNeural AI
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mhdafifan
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mdeberta-squad-qasina-LR-5e-06-BS-8-ML-384
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transformers
safetensors
deberta-v2
question-answering
indonesian
QASiNa
mdeberta
generated_from_trainer
id
mhdafifan/mdeberta-squad-id-LR-2e-05-BS-16-ML-384
finetune
mit
endpoints_compatible
us
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mdeberta-squad-qasina-LR-5e-06-BS-8-ML-384
This model is a fine-tuned version of
mhdafifan/mdeberta-squad-id-LR-2e-05-BS-16-ML-384
on the QASiNa dataset. It achieves the following results on the evaluation set:
Loss: 1.0844
F1: 79.0325
Exact Match: 68.8679
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
0.8826
1.0
91
1.0011
79.6577
68.8679
0.9314
2.0
182
0.9998
77.8427
68.8679
0.4883
3.0
273
0.9959
78.8551
67.9245
0.4171
4.0
364
1.0844
79.0325
68.8679
Framework versions
Transformers 4.57.1
Pytorch 2.9.1+cu128
Datasets 4.4.1
Tokenizers 0.22.1
