distilbert-base-uncased-distilled-squad-BiLSTM-finetuned-srh-newHyperparameter

This model is a fine-tuned version of allistair99/distilbert-base-uncased-distilled-squad-BiLSTM-finetuned-squad-Step1-v2 on the srh_test66 dataset. It achieves the following results on the evaluation set:

• Loss: 1.5336

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: 16
• eval_batch_size: 16
• 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
No log	1.0	43	2.0462
No log	2.0	86	1.6138
No log	3.0	129	1.5336

Framework versions

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