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umBERTo_fine-tuned_irony_sarcasm – AI Model by lupobricco | AlphaNeural AI
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umBERTo_fine-tuned_irony_sarcasm
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transformers
tensorboard
safetensors
camembert
text-classification
generated_from_trainer
Musixmatch/umberto-commoncrawl-cased-v1
finetune
autotrain_compatible
endpoints_compatible
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umBERTo_fine-tuned_irony_sarcasm
This model is a fine-tuned version of
Musixmatch/umberto-commoncrawl-cased-v1
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.0453
Accuracy: 0.8230
F1: 0.3989
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: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 6
Training results
Framework versions
Transformers 4.38.2
Pytorch 1.13.1+cu117
Datasets 2.18.0
Tokenizers 0.15.2
