buburayam2024_indobtwt_7_overunder – AI Model by bob-bob-bob-3 | AlphaNeural AI

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buburayam2024_indobtwt_7_overunder

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text-classification

generated_from_trainer

indolem/indobertweet-base-uncased

autotrain_compatible

endpoints_compatible

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buburayam2024_indobtwt_7_overunder

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

Loss: 2.0210
F1 macro: 0.3275
Weighted: 0.4492
Balanced accuracy: 0.4916

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 7

Training results

Training Loss	Epoch	Step	Validation Loss	F1 macro	Weighted	Balanced accuracy
1.9685	1.0	43	1.7035	0.1920	0.4257	0.2649
1.4692	2.0	86	1.5573	0.2713	0.4184	0.4311
0.8033	3.0	129	1.4403	0.3597	0.5636	0.5084
0.3962	4.0	172	1.6567	0.3514	0.4921	0.5171
0.1335	5.0	215	1.9523	0.3306	0.4306	0.5034
0.0797	6.0	258	2.1614	0.3126	0.4075	0.4914
0.0392	7.0	301	2.0210	0.3275	0.4492	0.4916

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1