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xlm-roberta-base-finetuned-panx-all – AI Model by esperesa | AlphaNeural AI
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esperesa
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xlm-roberta-base-finetuned-panx-all
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transformers
pytorch
xlm-roberta
token-classification
generated_from_trainer
mit
autotrain_compatible
endpoints_compatible
us
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xlm-roberta-base-finetuned-panx-all
This model is a fine-tuned version of
xlm-roberta-base
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.1828
F1: 0.8519
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
0.2947
1.0
739
0.1879
0.8175
0.152
2.0
1478
0.1853
0.8385
0.0974
3.0
2217
0.1828
0.8519
Framework versions
Transformers 4.16.2
Pytorch 2.0.1+cu118
Datasets 1.16.1
Tokenizers 0.14.0
