Downloads · 30 days
6
29% of all-time downloads
transformers-summ-peeyush
ppashine/transformers-summ-peeyush
transformers-summ-peeyush is a machine learning model from ppashine. 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.
probably proofread and complete it, then remove this comment. --
All-time downloads
21
Public
Repo size
374 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.h5374 MB · 100%
At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Jul 21, 2024
- Updated
- Jul 21, 2024
- SHA
- 4a5214cb
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
transformers-summ-peeyush
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.9960
- Validation Loss: 0.7165
- Train Rouge1: 78.2547
- Train Rouge2: 69.2830
- Train Rougel: 76.0651
- Train Rougelsum: 76.2221
- Train Gen Len: 18.9355
- Epoch: 0
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:
- optimizer: {'name': 'Adam', 'learning_rate': 0.001, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Train Rouge1 | Train Rouge2 | Train Rougel | Train Rougelsum | Train Gen Len | Epoch |
|---|---|---|---|---|---|---|---|
| 0.9960 | 0.7165 | 78.2547 | 69.2830 | 76.0651 | 76.2221 | 18.9355 | 0 |
Framework versions
- Transformers 4.42.4
- TensorFlow 2.17.0
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- Created
- Jul 21, 2024
- Updated
- Jul 21, 2024