fewshot-qa-002-20230613-003 – AI Model by intanm | AlphaNeural AI

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fewshot-qa-002-20230613-003

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fewshot-qa-002-20230613-003

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

Loss: 4.3842

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: 16
eval_batch_size: 16
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	208	2.5896
No log	2.0	416	2.6143
2.487	3.0	624	2.7156
2.487	4.0	832	3.1187
1.2936	5.0	1040	3.3531
1.2936	6.0	1248	3.7272
1.2936	7.0	1456	3.9238
0.6852	8.0	1664	4.3116
0.6852	9.0	1872	4.3842
0.3944	10.0	2080	4.3842

Framework versions

Transformers 4.30.1
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.13.3