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emotion-english-distilroberta-base-finetuned-emotion – AI Model by cpark2 | AlphaNeural AI
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cpark2
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emotion-english-distilroberta-base-finetuned-emotion
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transformers
pytorch
tensorboard
roberta
text-classification
generated_from_trainer
emotion
model-index
autotrain_compatible
endpoints_compatible
us
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emotion-english-distilroberta-base-finetuned-emotion
This model is a fine-tuned version of
j-hartmann/emotion-english-distilroberta-base
on the emotion dataset. It achieves the following results on the evaluation set:
Loss: 0.1807
Accuracy: 0.9265
F1: 0.9274
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: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
0.4136
1.0
250
0.2115
0.92
0.9193
0.1896
2.0
500
0.1807
0.9265
0.9274
Framework versions
Transformers 4.27.2
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2
