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QA_REDACTION_NOV1_19-a
prajwalJumde/QA_REDACTION_NOV1_19-a
QA_REDACTION_NOV1_19-a is a question answering model from prajwalJumde. 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
- xlm-roberta
- Access
- Public
- Created
- Nov 1, 2023
- Updated
- Nov 1, 2023
- SHA
- 2e7bccab
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. -->
QA_REDACTION_NOV1_19-a
This model is a fine-tuned version of xlm-roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0317
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: 3
- eval_batch_size: 3
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.2558 | 1.0 | 998 | 0.0586 |
| 0.0461 | 2.0 | 1996 | 0.0427 |
| 0.0098 | 3.0 | 2994 | 0.0394 |
| 0.0374 | 4.0 | 3992 | 0.0479 |
| 0.0493 | 5.0 | 4990 | 0.0329 |
| 0.0273 | 6.0 | 5988 | 0.0374 |
| 0.0168 | 7.0 | 6986 | 0.0363 |
| 0.014 | 8.0 | 7984 | 0.0300 |
| 0.0118 | 9.0 | 8982 | 0.0264 |
| 0.0166 | 10.0 | 9980 | 0.0317 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.0.1
- Datasets 2.14.6
- Tokenizers 0.14.1
- Task
- Question Answering
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- Nov 1, 2023
- Updated
- Nov 1, 2023