Downloads · 30 days
12
4% of all-time downloads
mt5-small-finetuned-14feb-2
mqy/mt5-small-finetuned-14feb-2
mt5-small-finetuned-14feb-2 is a summarization model from mqy. Use it when you need a shorter version of a longer text. 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
292
Public
Repo size
19.2 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin1.2 GB · 98%
At a glance
- Task
- Summarization
- Library
- transformers
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Feb 14, 2023
- Updated
- Feb 14, 2023
- SHA
- 676faff4
Try a prompt
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. -->
mt5-small-finetuned-14feb-2
This model is a fine-tuned version of google/mt5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.3707
- Rouge1: 19.73
- Rouge2: 5.7
- Rougel: 19.46
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: 0.000275
- 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: 7
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel |
|---|---|---|---|---|---|---|
| 4.0753 | 1.0 | 388 | 2.5514 | 16.43 | 4.92 | 16.27 |
| 2.9891 | 2.0 | 776 | 2.4500 | 18.18 | 5.25 | 17.93 |
| 2.7596 | 3.0 | 1164 | 2.4263 | 19.56 | 5.46 | 19.08 |
| 2.6168 | 4.0 | 1552 | 2.3966 | 18.31 | 5.62 | 17.97 |
| 2.5137 | 5.0 | 1940 | 2.3596 | 19.99 | 6.15 | 19.7 |
| 2.4365 | 6.0 | 2328 | 2.3663 | 19.92 | 6.09 | 19.62 |
| 2.3821 | 7.0 | 2716 | 2.3707 | 19.73 | 5.7 | 19.46 |
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Datasets 2.9.0
- Tokenizers 0.13.2
- Task
- Summarization
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Feb 14, 2023
- Updated
- Feb 14, 2023