farsi_lastname_classifier_2 – AI Model by RawMean | AlphaNeural AI

You can deploy this model and start earning money today!

RawMean/
farsi_lastname_classifier_2

like

0

text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

farsi_lastname_classifier_2

This model is a fine-tuned version of microsoft/deberta-v3-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0370
Pearson: 0.9361

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: 8e-05
train_batch_size: 128
eval_batch_size: 256
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Pearson
No log	1.0	12	0.2937	0.7153
No log	2.0	24	0.1063	0.8056
No log	3.0	36	0.0530	0.9110
No log	4.0	48	0.0446	0.9272
No log	5.0	60	0.0445	0.9250
No log	6.0	72	0.0528	0.9096
No log	7.0	84	0.0407	0.9318
No log	8.0	96	0.0344	0.9350
No log	9.0	108	0.0378	0.9359
No log	10.0	120	0.0370	0.9361

Framework versions

Transformers 4.24.0
Pytorch 1.12.1+cu113
Datasets 2.6.1
Tokenizers 0.13.2