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xlm-roberta-base-finetuned-panx-en-ext_head – AI Model by shaunster | AlphaNeural AI
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xlm-roberta-base-finetuned-panx-en-ext_head
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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-en-ext_head
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: 0.2985
F1: 0.8075
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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
F1
0.9161
1.0
417
0.5816
0.3588
0.5572
2.0
834
0.5326
0.4619
0.3821
3.0
1251
0.3929
0.5508
0.2552
4.0
1668
0.3149
0.8015
0.1755
5.0
2085
0.2985
0.8075
Framework versions
Transformers 4.28.0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3
