metadata

library_name: transformers
base_model: dccuchile/bert-base-spanish-wwm-cased
tags:
  - generated_from_trainer
metrics:
  - accuracy
model-index:
  - name: Neuria_BERT_Relacionados_2025_02_05
    results: []

Neuria_BERT_Relacionados_2025_02_05

This model is a fine-tuned version of dccuchile/bert-base-spanish-wwm-cased on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0665
Accuracy: 0.9929

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: 4
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 50

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.0954	0.9950	99	0.0319	0.9964
0.0224	2.0	199	0.0340	0.9929
0.0025	2.9950	298	0.0632	0.9929
0.0001	4.0	398	0.0665	0.9929

Framework versions

Transformers 4.44.1
Pytorch 2.4.1
Datasets 2.19.1
Tokenizers 0.19.1