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educative_2 – AI Model by chinmayra | AlphaNeural AI
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chinmayra
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educative_2
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safetensors
distilbert
generated_from_trainer
distilbert/distilbert-base-cased
finetune
apache-2.0
us
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Model card
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educative_2
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: 0.4651
Recall: 0.4460
F1: 0.4553
Accuracy: 0.9123
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
0.3455
0.5812
0.1166
0.1943
0.8853
No log
2.0
112
0.2931
0.4833
0.4460
0.4639
0.9123
No log
3.0
168
0.2865
0.4651
0.4460
0.4553
0.9123
Framework versions
Transformers 4.38.2
Pytorch 2.0.0+cu117
Datasets 2.18.0
Tokenizers 0.15.2
