metadata
license: mit
base_model: csarron/mobilebert-uncased-squad-v1
tags:
- generated_from_trainer
model-index:
- name: MobileBERT-uncased-squad-v1-BiLSTM-finetuned-squad-resize-output3-eo3
results: []
MobileBERT-uncased-squad-v1-BiLSTM-finetuned-squad-resize-output3-eo3
This model is a fine-tuned version of csarron/mobilebert-uncased-squad-v1 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.0378
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 |
|---|---|---|---|
| 0.5636 | 1.0 | 14619 | 1.0447 |
| 0.5463 | 2.0 | 29238 | 1.0590 |
| 0.5489 | 3.0 | 43857 | 1.0378 |
Framework versions
- Transformers 4.40.0
- Pytorch 2.5.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1