Downloads · 30 days
6
3% of all-time downloads
results3
namphan1999/results3
results3 is a machine learning model from namphan1999. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
221
Public
Repo size
9.5 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin1.6 GB · 100%
At a glance
- Library
- transformers
- Model type
- mbart
- Access
- Public
- Created
- Aug 20, 2023
- Updated
- Aug 20, 2023
- SHA
- 80dfc23e
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. -->
results3
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1390
- Rouge1: 0.4949
- Rouge2: 0.4142
- Rougel: 0.4567
- Rougelsum: 0.4681
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: 8
- eval_batch_size: 8
- 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 | Rouge1 | Rouge2 | Rougel | Rougelsum |
|---|---|---|---|---|---|---|---|
| No log | 1.0 | 221 | 0.1354 | 0.4748 | 0.3694 | 0.4220 | 0.4369 |
| No log | 2.0 | 442 | 0.1342 | 0.4809 | 0.3809 | 0.4309 | 0.4458 |
| 0.1539 | 3.0 | 663 | 0.1327 | 0.4837 | 0.3900 | 0.4410 | 0.4530 |
| 0.1539 | 4.0 | 884 | 0.1347 | 0.4813 | 0.3876 | 0.4374 | 0.4502 |
| 0.1013 | 5.0 | 1105 | 0.1344 | 0.4897 | 0.4001 | 0.4466 | 0.4579 |
| 0.1013 | 6.0 | 1326 | 0.1376 | 0.4901 | 0.4054 | 0.4520 | 0.4632 |
| 0.0691 | 7.0 | 1547 | 0.1355 | 0.4914 | 0.4068 | 0.4497 | 0.4622 |
| 0.0691 | 8.0 | 1768 | 0.1383 | 0.4959 | 0.4153 | 0.4562 | 0.4679 |
| 0.0691 | 9.0 | 1989 | 0.1389 | 0.4952 | 0.4147 | 0.4580 | 0.4690 |
| 0.0533 | 10.0 | 2210 | 0.1390 | 0.4949 | 0.4142 | 0.4567 | 0.4681 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3
- Library
- transformers
- Type
- mbart
- Created
- Aug 20, 2023
- Updated
- Aug 20, 2023