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xlm-roberta-base-finetuned-panx-all – AI Model by Ridealist | AlphaNeural AI
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xlm-roberta-base-finetuned-panx-all
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transformers
pytorch
xlm-roberta
token-classification
generated_from_trainer
FacebookAI/xlm-roberta-base
finetune
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: 0.1745
F1: 0.8577
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
0.2915
1.0
835
0.1859
0.8171
0.1544
2.0
1670
0.1631
0.8509
0.1014
3.0
2505
0.1745
0.8577
Framework versions
Transformers 4.33.1
Pytorch 1.12.1+cu116
Datasets 2.4.0
Tokenizers 0.12.1
