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french-xml-model-a – AI Model by Iceland | AlphaNeural AI
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Iceland
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french-xml-model-a
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transformers
tensorboard
safetensors
xlm-roberta
token-classification
generated_from_trainer
FacebookAI/xlm-roberta-base
finetune
mit
autotrain_compatible
endpoints_compatible
us
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french-xml-model-a
This model is a fine-tuned version of
FacebookAI/xlm-roberta-base
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.2174
Precision: 0.8228
Recall: 0.9253
F1: 0.8711
Accuracy: 0.9322
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: 16
eval_batch_size: 16
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
Precision
Recall
F1
Accuracy
0.4036
1.0
976
0.2509
0.7877
0.9197
0.8486
0.9227
0.2033
2.0
1952
0.2110
0.8204
0.9199
0.8673
0.9312
0.1734
3.0
2928
0.2174
0.8228
0.9253
0.8711
0.9322
Framework versions
Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2
