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emotion_funnel-transformer – AI Model by omerfguzel | AlphaNeural AI
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omerfguzel
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emotion_funnel-transformer
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transformers
tensorboard
safetensors
funnel
text-classification
generated_from_trainer
emotion
funnel-transformer/small
finetune
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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emotion_funnel-transformer
This model is a fine-tuned version of
funnel-transformer/small
on the emotion dataset. It achieves the following results on the evaluation set:
Loss: 0.2210
Accuracy: 0.918
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: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
250
0.4164
0.863
0.6384
2.0
500
0.2493
0.911
0.6384
3.0
750
0.2227
0.9225
Framework versions
Transformers 4.37.2
Pytorch 2.1.0+cu121
Datasets 2.17.1
Tokenizers 0.15.2
