my_xlm-roberta-large-finetuned-conlljob04 – AI Model by BahAdoR0101 | AlphaNeural AI

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BahAdoR0101/
my_xlm-roberta-large-finetuned-conlljob04

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token-classification

generated_from_trainer

FacebookAI/xlm-roberta-large

autotrain_compatible

endpoints_compatible

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my_xlm-roberta-large-finetuned-conlljob04

This model is a fine-tuned version of xlm-roberta-large on the conll2003job dataset. It achieves the following results on the evaluation set:

Loss: 0.0420
Precision: 0.9617
Recall: 0.9670
F1: 0.9643
Accuracy: 0.9936

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: 6

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
0.1566	1.0	896	0.0403	0.9425	0.9542	0.9483	0.9911
0.0319	2.0	1792	0.0359	0.9523	0.9571	0.9547	0.9922
0.0156	3.0	2688	0.0356	0.9594	0.9625	0.9609	0.9929
0.01	4.0	3584	0.0377	0.9604	0.9672	0.9638	0.9934
0.0058	5.0	4480	0.0398	0.9618	0.9662	0.9640	0.9934
0.0034	6.0	5376	0.0420	0.9617	0.9670	0.9643	0.9936

Framework versions

Transformers 4.34.1
Pytorch 2.1.0+cu118
Datasets 2.14.5
Tokenizers 0.14.1