JinbiaoZhu/finetuned-DebertaV3-eli5-askscience-FillingMask

finetuned-DebertaV3-eli5-askscience-TextGeneration

This model is a fine-tuned version of microsoft/deberta-v3-base on the eli5_category dataset. It achieves the following results on the evaluation set:

• Loss: 2.7192

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: 5e-05
• train_batch_size: 48
• eval_batch_size: 48
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
3.9211	1.0	1049	3.5396
2.8329	2.0	2098	3.0325
3.3087	3.0	3147	2.8686
3.1624	4.0	4196	2.7708
2.4202	5.0	5245	2.7318

Framework versions

• Transformers 4.38.2
• Pytorch 2.2.1+cu121
• Datasets 2.18.0
• Tokenizers 0.15.2