distilbert-emotion-project2 – AI Model by young11love | AlphaNeural AI

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young11love/
distilbert-emotion-project2

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text-classification

generated_from_trainer

text-embeddings-inference

endpoints_compatible

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distilbert-emotion-project2

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1912
Accuracy: 0.9395
F1: 0.9394

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: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.4781	1.0	1000	0.1987	0.93	0.9300
0.1519	2.0	2000	0.1669	0.938	0.9370
0.1142	3.0	3000	0.1673	0.9395	0.9395
0.0825	4.0	4000	0.1831	0.9385	0.9388
0.0613	5.0	5000	0.1912	0.9395	0.9394

Framework versions

Transformers 4.55.2
Pytorch 2.8.0+cu126
Datasets 3.6.0
Tokenizers 0.21.4