language-modeling-model

This model is a fine-tuned version of huawei-noah/TinyBERT_General_4L_312D on the eli5_category dataset. It achieves the following results on the evaluation set:

• Loss: 1.0978

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: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
1.9768	1.0	577	1.4165
1.5277	2.0	1154	1.1664
1.3289	3.0	1731	1.0978

Framework versions

• Transformers 4.40.0
• Pytorch 2.2.1+cu121
• Datasets 2.19.0
• Tokenizers 0.19.1