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xlm-roberta-ner-ja-v2 – AI Model by ewfian | AlphaNeural AI
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ewfian
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xlm-roberta-ner-ja-v2
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transformers
safetensors
xlm-roberta
token-classification
generated_from_trainer
FacebookAI/xlm-roberta-base
finetune
mit
autotrain_compatible
endpoints_compatible
us
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xlm-roberta-ner-ja-v2
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: 0.0892
F1: 1.0
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: 12
eval_batch_size: 12
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
F1
No log
1.0
1961
0.0634
0.9949
No log
2.0
3922
0.0702
0.9968
No log
3.0
5883
0.0681
0.9968
No log
4.0
7844
0.0804
1.0
No log
5.0
9805
0.0892
1.0
Framework versions
Transformers 4.36.2
Pytorch 2.0.1+cu118
Datasets 2.16.0
Tokenizers 0.15.0
