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lbl-file7-fold0 – AI Model by shreyashvora | AlphaNeural AI
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shreyashvora
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lbl-file7-fold0
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pytorch
distilbert
generated_from_trainer
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lbl-file7-fold0
This model is a fine-tuned version of
shreyashvora/lbl-file16-fold4
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.2930
Accuracy: 0.5688
F1: 0.5597
Precision: 0.5658
Recall: 0.5688
Accuracy Label Label 0: 0.7530
Accuracy Label Label 1: 0.5809
Accuracy Label Label 2: 0.4710
Accuracy Label Label 3: 0.7761
Accuracy Label Label 4: 0.6614
Accuracy Label Label 5: 0.5409
Accuracy Label Label 6: 0.6937
Accuracy Label Label 7: 0.2016
Accuracy Label Label 8: 0.608
Accuracy Label Label 9: 0.4170
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: 1e-06
train_batch_size: 32
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1
Training results
Framework versions
Transformers 4.30.2
Pytorch 2.5.1+cu124
Datasets 3.2.0
Tokenizers 0.13.3
