roberta-base-squad-finetuned-squad – AI Model by Swty | AlphaNeural AI

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roberta-base-squad-finetuned-squad

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roberta-base-squad-finetuned-squad

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: 6.7060

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
No log	1.0	17	5.9055
No log	2.0	34	6.2285
No log	3.0	51	6.8639
No log	4.0	68	6.3238
No log	5.0	85	7.0916
No log	6.0	102	6.7791
No log	7.0	119	6.8093
No log	8.0	136	6.7029
No log	9.0	153	6.7142
No log	10.0	170	6.7060

Framework versions

Transformers 4.21.0
Pytorch 1.11.0+cu102
Datasets 2.6.1
Tokenizers 0.12.1