V2_20230929-8-xlm-roberta-base-new – AI Model by soBeauty | AlphaNeural AI

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soBeauty/
V2_20230929-8-xlm-roberta-base-new

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FacebookAI/xlm-roberta-base

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V2_20230929-8-xlm-roberta-base-new

This model is a fine-tuned version of xlm-roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

Accuracy: 0.5333
Loss: 2.6271

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 15

Training results

Training Loss	Epoch	Step	Accuracy	Validation Loss
4.3526	1.38	200	0.2971	3.8765
3.8293	2.76	400	0.3692	3.3059
3.5091	4.14	600	0.4261	3.1166
3.382	5.52	800	0.4662	2.8632
3.1966	6.9	1000	0.4622	2.8866
3.1158	8.28	1200	0.4588	2.8542
2.9343	9.66	1400	0.4568	2.7541
2.8719	11.03	1600	0.4286	2.7540
2.8378	12.41	1800	0.5074	2.6573
2.8196	13.79	2000	0.5333	2.6271

Framework versions

Transformers 4.33.3
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3