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VampeeHuntee/
xlm-roberta-base_detect_span

Name: xlm-roberta-base_detect_span
Availability: InStock

generated_from_trainer

FacebookAI/xlm-roberta-base

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xlm-roberta-base_covid_ner_full

This model is a fine-tuned version of FacebookAI/xlm-roberta-base on the covid19_ner dataset. It achieves the following results on the evaluation set:

Loss: 0.0709
X: 0.9587
F1 Macro: 0.9587
F1 Micro: 0.9587

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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	X	F1 Macro	F1 Micro
0.0949	1.0	629	0.0695	0.9338	0.9338	0.9338
0.0303	2.0	1258	0.0620	0.9500	0.9500	0.9500
0.0199	3.0	1887	0.0648	0.9570	0.9570	0.9570
0.0129	4.0	2516	0.0644	0.9584	0.9584	0.9584
0.0097	5.0	3145	0.0709	0.9587	0.9587	0.9587

Framework versions

Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.19.2
Tokenizers 0.19.1

VampeeHuntee/xlm-roberta-base_detect_span

xlm-roberta-base_covid_ner_full

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

VampeeHuntee/
xlm-roberta-base_detect_span