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metadata
library_name: transformers
tags:
  - generated_from_trainer
model-index:
  - name: egyptian_modernbert_fineweb2
    results: []

egyptian_modernbert_fineweb2

Modern EgyBert is a 🤗 Modern Bert transformers model trained on the Egyptian Arabic Split of the FineWeb2 dataset.

Language(s) (NLP): Egyptian Arabic

Finetuned from model: Modern Bert Base

It achieves the following results on the evaluation set:

  • eval_loss: 2.5126
  • eval_runtime: 134.9987
  • eval_samples_per_second: 68.267
  • eval_steps_per_second: 8.533
  • epoch: 3
  • step: 120000

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 32
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 3

Framework versions

  • Transformers 4.49.0.dev0
  • Pytorch 2.5.1+cu124
  • Datasets 3.2.0
  • Tokenizers 0.21.0