Downloads · 30 days
7
3% of all-time downloads
pegasus-tf-finetuned
daniel-tomiwa/pegasus-tf-finetuned
pegasus-tf-finetuned is a machine learning model from daniel-tomiwa. 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
215
Public
Repo size
4.6 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.h52.3 GB · 100%
At a glance
- Library
- transformers
- Model type
- pegasus
- Access
- Public
- Created
- Nov 25, 2022
- Updated
- Nov 25, 2022
- SHA
- 663d4a82
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. -->
daniel-tomiwa/pegasus-tf-finetuned
This model is a fine-tuned version of human-centered-summarization/financial-summarization-pegasus on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 2.0977
- Validation Loss: 1.4024
- Epoch: 2
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': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 2.9010 | 1.8333 | 0 |
| 2.3427 | 1.5594 | 1 |
| 2.0977 | 1.4024 | 2 |
Framework versions
- Transformers 4.24.0
- TensorFlow 2.9.2
- Datasets 2.7.1
- Tokenizers 0.13.2
- Library
- transformers
- Type
- pegasus
- Created
- Nov 25, 2022
- Updated
- Nov 25, 2022