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xlm-roberta-base-finetuned-panx-it – AI Model by sungwoo1 | AlphaNeural AI
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sungwoo1
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xlm-roberta-base-finetuned-panx-it
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transformers
pytorch
xlm-roberta
token-classification
generated_from_trainer
xtreme
mit
model-index
autotrain_compatible
endpoints_compatible
us
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xlm-roberta-base-finetuned-panx-it
This model is a fine-tuned version of
xlm-roberta-base
on the xtreme dataset. It achieves the following results on the evaluation set:
Loss: 0.2373
F1: 0.8370
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
0.7021
1.0
70
0.3223
0.7459
0.2783
2.0
140
0.2693
0.8006
0.1718
3.0
210
0.2373
0.8370
Framework versions
Transformers 4.11.3
Pytorch 1.13.1+cu116
Datasets 1.16.1
Tokenizers 0.10.3
