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indobert-threestage-fiqhqa-ML-512 – AI Model by mhdafifan | AlphaNeural AI
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mhdafifan
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indobert-threestage-fiqhqa-ML-512
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transformers
safetensors
bert
question-answering
indonesian
fiqhqa
indobert
generated_from_trainer
id
mhdafifan/indobert-squad-qasina-LR-5e-06-BS-8-ML-384
finetune
mit
endpoints_compatible
us
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indobert-threestage-fiqhqa-ML-512
This model is a fine-tuned version of
mhdafifan/indobert-squad-qasina-LR-5e-06-BS-8-ML-384
on the FiqhQA dataset. It achieves the following results on the evaluation set:
Loss: 2.4183
F1: 36.45
Exact Match: 5.83
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: 1e-05
train_batch_size: 16
eval_batch_size: 16
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: 0.1
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
F1
Exact Match
2.5485
1.0
124
2.3266
31.64
3.88
2.2572
2.0
248
2.2098
33.23
2.91
1.897
3.0
372
2.2254
34.62
4.85
1.5952
4.0
496
2.3785
36.63
4.85
1.496
5.0
620
2.4183
36.45
5.83
Framework versions
Transformers 4.57.1
Pytorch 2.9.1+cu128
Datasets 4.4.1
Tokenizers 0.22.1
