CRAB_xlm_roberta_base_finetuned – AI Model by Ariffiq99 | AlphaNeural AI

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Ariffiq99/
CRAB_xlm_roberta_base_finetuned

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FacebookAI/xlm-roberta-base

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CRAB_xlm_roberta_base_finetuned

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

Loss: 1.0477
F1: 0.7556

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

Training results

Training Loss	Epoch	Step	Validation Loss	F1
1.0114	1.0	2880	1.0064	0.7417
0.9181	2.0	5760	1.0818	0.7375
0.6632	3.0	8640	0.9419	0.7556
0.6402	4.0	11520	1.0867	0.7542
0.8269	5.0	14400	1.0337	0.75
0.7614	6.0	17280	1.0336	0.7569
0.9313	7.0	20160	1.0740	0.7542
0.7964	8.0	23040	1.0477	0.7556

Framework versions

Transformers 4.41.1
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1