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distilbert-base-uncased-finetuned-emotion – AI Model by EscapeJeju | AlphaNeural AI
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EscapeJeju
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distilbert-base-uncased-finetuned-emotion
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safetensors
distilbert
generated_from_trainer
distilbert/distilbert-base-uncased
finetune
apache-2.0
us
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distilbert-base-uncased-finetuned-emotion
This model is a fine-tuned version of
distilbert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.7073
Accuracy: 0.7765
F1: 0.7240
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: 256
eval_batch_size: 256
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
No log
1.0
63
0.9696
0.6825
0.6117
No log
2.0
126
0.7073
0.7765
0.7240
Framework versions
Transformers 4.43.3
Pytorch 2.4.0+cu124
Datasets 2.20.0
Tokenizers 0.19.1
