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xlm-roberta-base-finetuned-panx-de – AI Model by mpjuhasz | AlphaNeural AI
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mpjuhasz
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xlm-roberta-base-finetuned-panx-de
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transformers
pytorch
tensorboard
xlm-roberta
token-classification
generated_from_trainer
xtreme
FacebookAI/xlm-roberta-base
finetune
mit
model-index
autotrain_compatible
endpoints_compatible
us
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xlm-roberta-base-finetuned-panx-de
This model is a fine-tuned version of
xlm-roberta-base
on the xtreme dataset. It achieves the following results on the evaluation set:
Loss: 0.1329
F1: 0.8617
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: 5e-05
train_batch_size: 24
eval_batch_size: 24
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
F1
0.2568
1.0
525
0.1583
0.8125
0.1261
2.0
1050
0.1458
0.8473
0.0823
3.0
1575
0.1329
0.8617
Framework versions
Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3
