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abdmuffid/
fine-tuned-indo-sentiment

Name: fine-tuned-indo-sentiment
Availability: InStock

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fine-tuned-indo-sentiment

This model is a fine-tuned version of Aardiiiiy/indobertweet-base-Indonesian-sentiment-analysis on an unknown dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 10

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision	Recall	F1
0.1916	1.0040	500	0.2213	0.9093	0.9182	0.9093	0.9096
0.2089	2.0080	1000	0.2447	0.9013	0.9114	0.9013	0.9015
0.1696	3.0120	1500	0.2057	0.9196	0.9237	0.9196	0.9198
0.2197	4.0161	2000	0.2222	0.9151	0.9192	0.9151	0.9155
0.3123	5.0201	2500	0.2106	0.9119	0.9171	0.9119	0.9122