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mobilebert-uncased-squad-v2-30-10-2
EricPeter/mobilebert-uncased-squad-v2-30-10-2
mobilebert-uncased-squad-v2-30-10-2 is a question answering model from EricPeter. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Question Answering
- Library
- transformers
- License
- mit
- Model type
- mobilebert
- Access
- Public
- Created
- Nov 15, 2023
- Updated
- Nov 15, 2023
- SHA
- 669ae897
Try a prompt
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
mobilebert-uncased-squad-v2-30-10-2
This model is a fine-tuned version of csarron/mobilebert-uncased-squad-v2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0000
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: 4
- eval_batch_size: 4
- 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 |
|---|---|---|---|
| 0.628 | 1.0 | 9048 | 0.9281 |
| 0.2131 | 2.0 | 18096 | 0.1117 |
| 0.0784 | 3.0 | 27144 | 0.0231 |
| 0.0287 | 4.0 | 36192 | 0.0005 |
| 0.0096 | 5.0 | 45240 | 0.0000 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.14.7
- Tokenizers 0.15.0
- Task
- Question Answering
- Library
- transformers
- Type
- mobilebert
- License
- mit
- Created
- Nov 15, 2023
- Updated
- Nov 15, 2023