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PlanTL-GOB-ES-roberta-base-bne-ner – AI Model by samuelalvarez034 | AlphaNeural AI

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samuelalvarez034/
PlanTL-GOB-ES-roberta-base-bne-ner

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token-classification

generated_from_trainer

PlanTL-GOB-ES/roberta-base-bne

autotrain_compatible

endpoints_compatible

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PlanTL-GOB-ES-roberta-base-bne-ner

This model is a fine-tuned version of PlanTL-GOB-ES/roberta-base-bne on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0827
Precision: 0.8648
Recall: 0.8696
F1: 0.8672
Accuracy: 0.9795

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: 32
eval_batch_size: 8
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: 1.0

Training results

Framework versions

Transformers 4.51.3
Pytorch 2.4.1+cpu
Datasets 3.5.1
Tokenizers 0.21.1