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ACROSSAPPS_NDD-dimeshift_test-content_tags – AI Model by lgk03 | AlphaNeural AI
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ACROSSAPPS_NDD-dimeshift_test-content_tags
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transformers
tensorboard
safetensors
distilbert
text-classification
generated_from_trainer
distilbert/distilbert-base-uncased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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ACROSSAPPS_NDD-dimeshift_test-content_tags
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: 1.9161
Accuracy: 0.8718
F1: 0.8761
Precision: 0.8807
Recall: 0.8718
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: 32
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 128
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
Precision
Recall
0.2688
0.9989
669
1.7662
0.8718
0.8763
0.8812
0.8718
0.1742
1.9978
1338
1.9161
0.8718
0.8761
0.8807
0.8718
Framework versions
Transformers 4.45.1
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.20.0
