Downloads · 30 days
3
11% of all-time downloads
RobertaLr3e-6Wd0.03
hsmith-morganhill/RobertaLr3e-6Wd0.03
RobertaLr3e-6Wd0.03 is a machine learning model from hsmith-morganhill. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
27
Public
Parameters
124M
993 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors496 MB · 99%
At a glance
- License
- cc-by-4.0
- Model type
- roberta
- Access
- Public
- Created
- Aug 15, 2024
- Updated
- Aug 15, 2024
- SHA
- 5d5e3562
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. -->
RobertaLr3e-6Wd0.03
This model is a fine-tuned version of deepset/roberta-base-squad2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5300
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-06
- 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: 12
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.6076 | 1.0 | 72 | 1.2097 |
| 1.0856 | 2.0 | 144 | 0.9032 |
| 0.9492 | 3.0 | 216 | 0.7817 |
| 1.0347 | 4.0 | 288 | 0.6543 |
| 0.5606 | 5.0 | 360 | 0.6271 |
| 0.1055 | 6.0 | 432 | 0.6002 |
| 0.4313 | 7.0 | 504 | 0.5759 |
| 0.5642 | 8.0 | 576 | 0.5698 |
| 0.0567 | 9.0 | 648 | 0.5374 |
| 0.3257 | 10.0 | 720 | 0.5339 |
| 0.1066 | 11.0 | 792 | 0.5326 |
| 0.1785 | 12.0 | 864 | 0.5300 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.4.0
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- roberta
- License
- cc-by-4.0
- Created
- Aug 15, 2024
- Updated
- Aug 15, 2024