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xlm-roberta-base-finetuned-panx-it – AI Model by cj-mills | AlphaNeural AI
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cj-mills
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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: 0.2928
F1: 0.7730
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: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
F1
1.4548
1.0
27
0.6522
0.5457
0.5214
2.0
54
0.3476
0.7404
0.3186
3.0
81
0.2928
0.7730
Framework versions
Transformers 4.11.3
Pytorch 1.11.0
Datasets 1.16.1
Tokenizers 0.10.3
