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language-detection-fine-tuned-on-xlm-roberta-base – AI Model by barto17 | AlphaNeural AI
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barto17
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language-detection-fine-tuned-on-xlm-roberta-base
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transformers
pytorch
xlm-roberta
text-classification
generated_from_trainer
common_language
FacebookAI/xlm-roberta-base
finetune
mit
model-index
autotrain_compatible
endpoints_compatible
us
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language-detection-fine-tuned-on-xlm-roberta-base
This model is a fine-tuned version of
xlm-roberta-base
on the common_language dataset. It achieves the following results on the evaluation set:
Loss: 0.1527
Accuracy: 0.9779
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: 3e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.2047
1.0
22194
0.1527
0.9779
Framework versions
Transformers 4.33.2
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3
