roberta-base-squad2 – AI Model by am-infoweb | AlphaNeural AI

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roberta-base-squad2

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roberta-base-squad2

This model is a fine-tuned version of deepset/roberta-base-squad2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 3.2222

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: 2e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
0.725	1.0	677	2.7673
0.4414	2.0	1354	2.1589
0.3715	3.0	2031	2.2147
0.3109	4.0	2708	3.2084
0.2819	5.0	3385	3.0344
0.2256	6.0	4062	2.7600
0.1817	7.0	4739	3.2809
0.1815	8.0	5416	3.1657
0.1357	9.0	6093	3.1151
0.1443	10.0	6770	3.2222

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu117
Datasets 2.13.1
Tokenizers 0.13.3