You can deploy this model and start earning money today!

neuria99/
Neuria_BERT_Contexto

Name: Neuria_BERT_Contexto
Availability: InStock

generated_from_trainer

dccuchile/bert-base-spanish-wwm-cased

finetune

autotrain_compatible

endpoints_compatible

Views

No views yet

Neuria_BERT_CONTEXTO

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: 0.1801
Accuracy: 0.9190
Precision Micro: 0.9539
Recall Micro: 0.9462
F1 Micro: 0.9501
F1 Macro: 0.9376

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: 16
eval_batch_size: 16
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision Micro	Recall Micro	F1 Micro	F1 Macro
1.1891	1.0	81	0.9581	0.1558	0.4034	0.8360	0.5442	0.4684
0.6921	2.0	162	0.4294	0.5545	0.6583	0.9113	0.7644	0.6614
0.3172	3.0	243	0.2589	0.8442	0.8599	0.9570	0.9059	0.8296
0.1757	4.0	324	0.2079	0.9003	0.9267	0.9516	0.9390	0.9315
0.1175	5.0	405	0.1720	0.9097	0.9489	0.9489	0.9489	0.9493
0.0909	6.0	486	0.1789	0.9190	0.9515	0.9489	0.9502	0.9509
0.073	7.0	567	0.1692	0.9283	0.9543	0.9543	0.9543	0.9399
0.064	8.0	648	0.1829	0.9221	0.9542	0.9516	0.9529	0.9398
0.0585	9.0	729	0.1869	0.9221	0.9568	0.9516	0.9542	0.9499
0.0562	10.0	810	0.1801	0.9190	0.9539	0.9462	0.9501	0.9376

Framework versions

Transformers 4.49.0
Pytorch 2.4.1
Datasets 2.19.1
Tokenizers 0.21.0

neuria99/Neuria_BERT_Contexto

Neuria_BERT_CONTEXTO

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

neuria99/
Neuria_BERT_Contexto