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xlm-roberta-base-finetuned-panx-de – AI Model by patnelt60 | AlphaNeural AI
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xlm-roberta-base-finetuned-panx-de
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transformers
pytorch
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: 0.1376
F1: 0.8582
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: 192
eval_batch_size: 192
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
F1
No log
1.0
66
0.1774
0.8000
No log
2.0
132
0.1565
0.8205
No log
3.0
198
0.1413
0.8452
No log
4.0
264
0.1366
0.8486
No log
5.0
330
0.1399
0.8579
No log
6.0
396
0.1376
0.8582
Framework versions
Transformers 4.34.1
Pytorch 2.1.0
Datasets 2.14.6
Tokenizers 0.14.1
