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xlm-roberta-base-finetuned-panx-en – AI Model by tkubotake | AlphaNeural AI
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tkubotake
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xlm-roberta-base-finetuned-panx-en
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transformers
pytorch
xlm-roberta
token-classification
generated_from_trainer
xtreme
mit
model-index
autotrain_compatible
endpoints_compatible
us
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xlm-roberta-base-finetuned-panx-en
This model is a fine-tuned version of
tkubotake/xlm-roberta-base-finetuned-panx-de
on the xtreme dataset. It achieves the following results on the evaluation set:
Loss: 0.5430
F1: 0.7580
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
0.1318
1.0
50
0.4145
0.7557
0.0589
2.0
100
0.5016
0.7524
0.0314
3.0
150
0.5430
0.7580
Framework versions
Transformers 4.24.0
Pytorch 1.12.1+cu113
Datasets 2.6.1
Tokenizers 0.13.1
