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will702/
stockbit-sentiment

Name: stockbit-sentiment
Availability: InStock

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stockbit-sentiment

This model is a fine-tuned version of ihsan31415/indo-roBERTa-financial-sentiment on the None dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED 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: 3

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision Weighted	Recall Weighted	F1 Weighted	F1 Macro
0.313	1.0	1350	0.3053	0.8867	0.8872	0.8867	0.8860	0.8787
0.1959	2.0	2700	0.3629	0.8961	0.8987	0.8961	0.8957	0.8858
0.1037	3.0	4050	0.4347	0.9087	0.9083	0.9087	0.9084	0.9010