indobert-base-p1-reddit-indonesia-sarcastic – AI Model by w11wo | AlphaNeural AI

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w11wo/
indobert-base-p1-reddit-indonesia-sarcastic

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text-classification

generated_from_trainer

indobenchmark/indobert-base-p1

autotrain_compatible

endpoints_compatible

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indobert-base-p1-reddit-indonesia-sarcastic

This model is a fine-tuned version of indobenchmark/indobert-base-p1 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4390
Accuracy: 0.7921
F1: 0.6100
Precision: 0.5745
Recall: 0.6501

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: 1e-05
train_batch_size: 32
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 100.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1	Precision	Recall
0.4385	1.0	309	0.4258	0.7980	0.5675	0.6111	0.5297
0.3451	2.0	618	0.4345	0.8030	0.6283	0.5949	0.6657
0.2404	3.0	927	0.5054	0.8016	0.5318	0.6490	0.4504
0.1326	4.0	1236	0.7033	0.7860	0.5452	0.5820	0.5127
0.0787	5.0	1545	0.9796	0.7881	0.5335	0.5938	0.4844

Framework versions

Transformers 4.36.2
Pytorch 2.1.1+cu121
Datasets 2.15.0
Tokenizers 0.15.0