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distilbert-base-uncased-finetuned-emotion-01 – AI Model by SkillRipper | AlphaNeural AI
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distilbert-base-uncased-finetuned-emotion-01
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safetensors
distilbert
generated_from_trainer
distilbert/distilbert-base-uncased
finetune
apache-2.0
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distilbert-base-uncased-finetuned-emotion-01
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: 0.2052
Accuracy: 0.9275
F1: 0.9275
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
0.8208
1.0
250
0.3000
0.9175
0.9170
0.247
2.0
500
0.2052
0.9275
0.9275
Framework versions
Transformers 4.42.3
Pytorch 2.3.1+cu118
Datasets 2.20.0
Tokenizers 0.19.1
