Downloads · 30 days
8
17% of all-time downloads
asril-pegasus
asrilmurdian/asril-pegasus
asril-pegasus is a machine learning model from asrilmurdian. 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
46
Public
Parameters
570M
114 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors2.3 GB · 100%
At a glance
- Library
- transformers
- Model type
- pegasus
- Access
- Public
- Created
- May 9, 2024
- Updated
- Jun 8, 2024
- SHA
- 96ac95cf
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. -->
asril-pegasus
This model is a fine-tuned version of google/pegasus-xsum on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.0562
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: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.4062 | 0.1046 | 1000 | 1.3928 |
| 1.5209 | 0.2092 | 2000 | 1.2535 |
| 1.3845 | 0.3138 | 3000 | 1.1791 |
| 1.3249 | 0.4184 | 4000 | 1.1339 |
| 1.275 | 0.5230 | 5000 | 1.1066 |
| 1.235 | 0.6275 | 6000 | 1.0857 |
| 1.2299 | 0.7321 | 7000 | 1.0743 |
| 1.2036 | 0.8367 | 8000 | 1.0645 |
| 1.2115 | 0.9413 | 9000 | 1.0579 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.1.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Library
- transformers
- Type
- pegasus
- Created
- May 9, 2024
- Updated
- Jun 8, 2024