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xlm-roberta-sentiment-base – AI Model by carant-ai | AlphaNeural AI
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carant-ai
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xlm-roberta-sentiment-base
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transformers
safetensors
xlm-roberta
text-classification
en
id
carant-ai/indonesian_sentiment_dataset
carant-ai/english_sentiment_dataset
apache-2.0
autotrain_compatible
endpoints_compatible
us
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Model Description
Finetuned xlm-roberta-base for Sentiment Analysis in English and Bahasa Indonesia
Training results
Trained on TPU VM v4-8 for ~3 hours
epoch
step
train_accuracy
train_loss
val_accuracy
val_loss
0
5391
0.955597997
0.118527733
0.963498533
0.098501749
1
10783
0.965486944
0.092906699
0.964689374
0.094814248
2
16175
0.968293846
0.085916176
0.965770006
0.093040377
Training procedure
For replication, go to
GitHub page
Special Thanks
Google’s TPU Research Cloud (TRC) for providing Cloud TPU VM.
carlesoctav
for making the training script on TPU VM
thonyyy
for gathering the sentiment dataset
