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finetuned-arabert-ner – AI Model by aomar85 | AlphaNeural AI

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aomar85/
finetuned-arabert-ner

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token-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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finetuned-arabert-ner

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on an unknown dataset.

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: 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_steps: 7.6000000000000005
num_epochs: 50
mixed_precision_training: Native AMP

Training results

Framework versions

Transformers 4.19.0.dev0
Pytorch 1.11.0+cu113
Tokenizers 0.12.1