huawei-noah_TinyBERT_General_6L_768D

This model is a fine-tuned version of huawei-noah/TinyBERT_General_6L_768D on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.0068

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
• 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
0.0124	1.0	13837	0.0093
0.0046	2.0	27674	0.0067
0.0048	3.0	41511	0.0068

Framework versions

• Transformers 4.38.2
• Pytorch 2.1.0
• Datasets 2.18.0
• Tokenizers 0.15.2