albert-base-spanish-2023-11-13-19-24 – AI Model by Santp98 | AlphaNeural AI

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Santp98/
albert-base-spanish-2023-11-13-19-24

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dccuchile/albert-base-spanish

autotrain_compatible

endpoints_compatible

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albert-base-spanish-2023-11-13-19-24

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

Loss: 1.4306

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
1.9328	0.59	500	1.9145
1.863	1.19	1000	1.7882
1.7407	1.78	1500	1.7241
1.648	2.38	2000	1.6651
1.606	2.97	2500	1.6102
1.5833	3.56	3000	1.5912
1.5663	4.16	3500	1.5642
1.5104	4.75	4000	1.5390
1.5252	5.34	4500	1.5197
1.4676	5.94	5000	1.4950
1.4502	6.53	5500	1.4766
1.4336	7.13	6000	1.4694
1.4355	7.72	6500	1.4527
1.457	8.31	7000	1.4403
1.4219	8.91	7500	1.4380
1.4503	9.5	8000	1.4313

Framework versions

Transformers 4.35.0
Pytorch 2.1.0+cu121
Datasets 2.14.6
Tokenizers 0.14.1