distilbert-base-cased-distilled-squad-coffee20230108

This model is a fine-tuned version of distilbert-base-cased-distilled-squad on the None dataset. It achieves the following results on the evaluation set:

• Loss: 4.4291

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 500
• num_epochs: 15

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	92	1.8403
2.3138	2.0	184	1.7960
1.5166	3.0	276	1.8769
0.9893	4.0	368	2.0993
0.7197	5.0	460	2.5598
0.4902	6.0	552	2.9495
0.4027	7.0	644	2.9910
0.3031	8.0	736	3.4344
0.1708	9.0	828	3.9058
0.1239	10.0	920	3.9043
0.0651	11.0	1012	4.0318
0.0394	12.0	1104	4.0876
0.0394	13.0	1196	4.3854
0.0174	14.0	1288	4.4298
0.0063	15.0	1380	4.4291

Framework versions

• Transformers 4.25.1
• Pytorch 1.11.0+cu113
• Datasets 2.8.0
• Tokenizers 0.13.2