Downloads · 30 days
30
8% of all-time downloads
tinyroberta-squad2-finetuned-emrqa-msquad
Eladio/tinyroberta-squad2-finetuned-emrqa-msquad
tinyroberta-squad2-finetuned-emrqa-msquad is a question answering model from Eladio. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
383
Public
Parameters
81.5M
31.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors326 MB · 99%
At a glance
- Task
- Question Answering
- Library
- transformers
- License
- cc-by-4.0
- Model type
- roberta
- Access
- Public
- Created
- Mar 9, 2024
- Updated
- Mar 10, 2024
- SHA
- 78ecfaac
Try a prompt
Base models
Datasets
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. -->
tinyroberta-squad2-finetuned-emrqa-msquad
This model is a fine-tuned version of deepset/tinyroberta-squad2 on medical dataset Eladio/emrqa-msquad. It achieves the following results on the evaluation set:
- Loss: 0.0435
Model description
deepset/tinyroberta-squad2 on medical dataset Eladio/emrqa-msquad
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: 16
- eval_batch_size: 16
- 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 |
|---|---|---|---|
| 0.2736 | 1.0 | 15878 | 0.1806 |
| 0.1034 | 2.0 | 31756 | 0.0803 |
| 0.0475 | 3.0 | 47634 | 0.0435 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Question Answering
- Library
- transformers
- Type
- roberta
- License
- cc-by-4.0
- Languages
- en
- Created
- Mar 9, 2024
- Updated
- Mar 10, 2024