Downloads · 30 days
5
26% of all-time downloads
DSMLfinalproject_t5
Lemoneggroll/DSMLfinalproject_t5
DSMLfinalproject_t5 is a machine learning model from Lemoneggroll. 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. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
19
Public
Repo size
2.7 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin892 MB · 100%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Jun 5, 2023
- Updated
- Jun 6, 2023
- SHA
- 9425c9bc
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. -->
DSMLfinalproject_t5
This model is a fine-tuned version of t5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.4904
- Rouge1: 0.216
- Rouge2: 0.04
- Rougel: 0.1556
- Rougelsum: 0.1558
- Gen Len: 19.0
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:
- learning_rate: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 100 | 2.5427 | 0.2013 | 0.0387 | 0.1535 | 0.1537 | 19.0 |
| No log | 2.0 | 200 | 2.5038 | 0.2152 | 0.0397 | 0.1572 | 0.1575 | 19.0 |
| No log | 3.0 | 300 | 2.4940 | 0.2127 | 0.0394 | 0.1567 | 0.157 | 19.0 |
| No log | 4.0 | 400 | 2.4904 | 0.216 | 0.04 | 0.1556 | 0.1558 | 19.0 |
Framework versions
- Transformers 4.28.0
- Pytorch 2.0.1+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Jun 5, 2023
- Updated
- Jun 6, 2023