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paste_your_model_id_here – AI Model by Kuhyar | AlphaNeural AI
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paste_your_model_id_here
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safetensors
distilbert
generated_from_trainer
distilbert/distilbert-base-cased
finetune
apache-2.0
us
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paste_your_model_id_here
This model is a fine-tuned version of
distilbert/distilbert-base-cased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.2865
Precision: 0.4495
Recall: 0.4580
F1: 0.4537
Accuracy: 0.9130
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: 8
eval_batch_size: 8
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
Precision
Recall
F1
Accuracy
No log
1.0
56
0.3542
0.3934
0.0412
0.0745
0.8798
No log
2.0
112
0.2967
0.4481
0.4443
0.4462
0.9112
No log
3.0
168
0.2865
0.4495
0.4580
0.4537
0.9130
Framework versions
Transformers 4.38.2
Pytorch 2.0.0+cu117
Datasets 2.18.0
Tokenizers 0.15.2
