xlm-roberta-base-finetuned-panx-fr – AI Model by nikolina-p | AlphaNeural AI

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nikolina-p/
xlm-roberta-base-finetuned-panx-fr

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token-classification

generated_from_trainer

FacebookAI/xlm-roberta-base

autotrain_compatible

endpoints_compatible

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xlm-roberta-base-finetuned-panx-fr

This model is a fine-tuned version of xlm-roberta-base on the XTREME dataset, specifically on the PAN-X subset for the following languages:

French (PAN-X.fr)

It achieves the following results on the evaluation set:

Loss: 0.2753
F1: 0.8356

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 24
eval_batch_size: 24
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	F1
0.5595	1.0	191	0.3110	0.7974
0.2644	2.0	382	0.2719	0.8260
0.1769	3.0	573	0.2753	0.8356

Framework versions

Transformers 4.48.3
Pytorch 2.6.0+cu124
Datasets 3.4.0
Tokenizers 0.21.0