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financial-twhin-bert-large-3labels – AI Model by kekunh | AlphaNeural AI
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kekunh
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financial-twhin-bert-large-3labels
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transformers
tensorboard
safetensors
bert
text-classification
generated_from_trainer
en
zeroshot/twitter-financial-news-sentiment
Twitter/twhin-bert-large
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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financial-twhin-bert-large-3labels
This model is a fine-tuned version of
Twitter/twhin-bert-large
on finance related tweets. It achieves the following results on the evaluation set:
Loss: 0.2959
Accuracy: 0.8934
F1: 0.8943
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: 2.0998212817984933e-05
train_batch_size: 16
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 2
Training results
Framework versions
Transformers 4.37.2
Pytorch 2.1.0+cu121
Datasets 2.17.1
Tokenizers 0.15.2
