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RPA-Synth1
prajwalJumde/RPA-Synth1
RPA-Synth1 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 6, 2023
- Updated
- Nov 6, 2023
- SHA
- 5f0a63a3
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. -->
RPA-Synth1
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: 0.0000
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: 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: 12
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 206 | 0.0181 |
| No log | 2.0 | 412 | 0.0011 |
| 0.9619 | 3.0 | 618 | 0.0001 |
| 0.9619 | 4.0 | 824 | 0.0000 |
| 0.003 | 5.0 | 1030 | 0.0000 |
| 0.003 | 6.0 | 1236 | 0.0000 |
| 0.003 | 7.0 | 1442 | 0.0000 |
| 0.001 | 8.0 | 1648 | 0.0000 |
| 0.001 | 9.0 | 1854 | 0.0000 |
| 0.0002 | 10.0 | 2060 | 0.0000 |
| 0.0002 | 11.0 | 2266 | 0.0000 |
| 0.0002 | 12.0 | 2472 | 0.0000 |
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 6, 2023
- Updated
- Nov 6, 2023