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allistair99/
bert-base-uncased-BiLSTM-Optiparam-SQuAD-V19-frozen

Name: bert-base-uncased-BiLSTM-Optiparam-SQuAD-V19-frozen
Availability: InStock

safetensors

bert

generated_from_trainer

csarron/bert-base-uncased-squad-v1

finetune

mit

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bert-base-uncased-BiLSTM-Optiparam-SQuAD-V19-frozen

This model is a fine-tuned version of csarron/bert-base-uncased-squad-v1 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.0620

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: 3e-05
train_batch_size: 6
eval_batch_size: 60
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
0.6069	1.0	14619	1.0684
0.5662	2.0	29238	1.0654
0.5997	3.0	43857	1.0620

Framework versions

Transformers 4.40.0
Pytorch 2.6.0+cu124
Datasets 2.21.0
Tokenizers 0.19.1

allistair99/bert-base-uncased-BiLSTM-Optiparam-SQuAD-V19-frozen

bert-base-uncased-BiLSTM-Optiparam-SQuAD-V19-frozen

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

allistair99/
bert-base-uncased-BiLSTM-Optiparam-SQuAD-V19-frozen