This model is a fine-tuned version of distilbert/distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.5813
Accuracy: 0.9348

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 32

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.8582	1.0	388	0.6573	0.7929
0.4739	2.0	776	0.4831	0.8697
0.4839	3.0	1164	0.4348	0.8742
0.3016	4.0	1552	0.4099	0.8903
0.3385	5.0	1940	0.3994	0.8961
0.3175	6.0	2328	0.3760	0.9123
0.3868	7.0	2716	0.3712	0.9039
0.2633	8.0	3104	0.3380	0.9206
0.0333	9.0	3492	0.3914	0.9252
0.1044	10.0	3880	0.3501	0.9335
0.0865	11.0	4268	0.3989	0.9310
0.0601	12.0	4656	0.4073	0.9316
0.0985	13.0	5044	0.4464	0.9297
0.072	14.0	5432	0.4422	0.9329
0.0163	15.0	5820	0.4565	0.9258
0.022	16.0	6208	0.4787	0.9297
0.0792	17.0	6596	0.4717	0.9323
0.0646	18.0	6984	0.4732	0.9342
0.0004	19.0	7372	0.5196	0.9342
0.0015	20.0	7760	0.5066	0.9374
0.0443	21.0	8148	0.5244	0.9342
0.0008	22.0	8536	0.5674	0.9290
0.0003	23.0	8924	0.5442	0.9394
0.0002	24.0	9312	0.5413	0.9387
0.0092	25.0	9700	0.5387	0.9374
0.0001	26.0	10088	0.5375	0.9381
0.0017	27.0	10476	0.5675	0.9342
0.0001	28.0	10864	0.5996	0.9342
0.0001	29.0	11252	0.5723	0.94
0.0001	30.0	11640	0.5818	0.9387
0.0001	31.0	12028	0.5834	0.9348
0.0001	32.0	12416	0.5813	0.9348

Framework versions

Transformers 4.42.3
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

sara-m98/DISTILBERT_BIRADS_ECO_MAMO_1_DESCARTADO

DISTILBERT_SARA_BIRADS_ECO_MAMO_1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

sara-m98/
DISTILBERT_BIRADS_ECO_MAMO_1_DESCARTADO