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my_model – AI Model by dadashzadeh | AlphaNeural AI
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dadashzadeh
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my_model
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tensorboard
safetensors
bert
generated_from_trainer
token-classification
fa
PartAI/TookaBERT-Base
finetune
apache-2.0
us
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my_model
This model is a fine-tuned version of
PartAI/TookaBERT-Base
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.5927
Precision: 0.6667
Recall: 0.5455
F1: 0.6
Accuracy: 0.7660
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: 1
eval_batch_size: 1
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
10
2.1391
0.25
0.1818
0.2105
0.5532
No log
2.0
20
1.7910
0.5556
0.4545
0.5
0.7447
No log
3.0
30
1.5927
0.6667
0.5455
0.6
0.7660
Framework versions
Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1
