opt-babylm2-subset-default-3e-4

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opt-babylm2-subset-default-3e-4

This model was trained from scratch on the kanishka/babylm2-subset dataset. It achieves the following results on the evaluation set:

• Loss: 2.3776
• Accuracy: 0.5327

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: 0.0003
• train_batch_size: 32
• eval_batch_size: 64
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 32000
• num_epochs: 10.0
• mixed_precision_training: Native AMP

Training results

Framework versions

• Transformers 4.42.4
• Pytorch 2.2.0+cu121
• Datasets 2.16.1
• Tokenizers 0.19.1