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dtorber/
PAN-2024-transformer-base_bert-base-spanish-wwm-cased_K5

Name: PAN-2024-transformer-base_bert-base-spanish-wwm-cased_K5
Availability: InStock

generated_from_trainer

dccuchile/bert-base-spanish-wwm-cased

finetune

autotrain_compatible

endpoints_compatible

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PAN-2024-transformer-base_bert-base-spanish-wwm-cased_K5

This model is a fine-tuned version of dccuchile/bert-base-spanish-wwm-cased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3646
F1 Macro: 1.0
F1: 1.0
F1 Neg: 1.0
Acc: 1.0
Prec: 1.0
Recall: 1.0
Mcc: 1.0

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: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
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 Macro	F1	F1 Neg	Acc	Prec	Recall	Mcc
No log	1.0	1	0.3646	1.0	1.0	1.0	1.0	1.0	1.0	1.0
No log	2.0	2	0.3593	1.0	1.0	1.0	1.0	1.0	1.0	1.0
No log	3.0	3	0.3546	1.0	1.0	1.0	1.0	1.0	1.0	1.0

Framework versions

Transformers 4.37.2
Pytorch 2.2.0+cu121
Datasets 2.16.1
Tokenizers 0.15.2

dtorber/PAN-2024-transformer-base_bert-base-spanish-wwm-cased_K5

PAN-2024-transformer-base_bert-base-spanish-wwm-cased_K5

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

dtorber/
PAN-2024-transformer-base_bert-base-spanish-wwm-cased_K5