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indo_sentiment_indobertweet – AI Model by arbdot | AlphaNeural AI
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arbdot
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indo_sentiment_indobertweet
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transformers
tensorboard
safetensors
bert
text-classification
generated_from_trainer
indolem/indobertweet-base-uncased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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indo_sentiment_indobertweet
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: 0.1051
Accuracy: 0.9793
Precision: 0.9734
Recall: 0.9756
F1: 0.9744
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: 0.0001
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
Precision
Recall
F1
0.1424
1.0
365
0.1231
0.9679
0.9513
0.9763
0.9624
0.0436
2.0
730
0.0921
0.9757
0.9684
0.9729
0.9704
0.012
3.0
1095
0.1051
0.9793
0.9734
0.9756
0.9744
Framework versions
Transformers 4.41.2
Pytorch 1.13.1+cpu
Datasets 2.19.2
Tokenizers 0.19.1
