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xlm-roberta-base-finetuned-panx-tr-en – AI Model by hcy5561 | AlphaNeural AI
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hcy5561
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xlm-roberta-base-finetuned-panx-tr-en
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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-base-finetuned-panx-tr-en
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: 0.1897
F1: 0.8737
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
0.3375
1.0
788
0.2100
0.8356
0.1785
2.0
1576
0.1891
0.8557
0.1195
3.0
2364
0.1897
0.8737
Framework versions
Transformers 4.36.0
Pytorch 1.12.0+cu113
Datasets 2.17.0
Tokenizers 0.15.0
