Downloads · 30 days
9
12% of all-time downloads
mt5-small-finetuned-amazon-en-es
Nagarjunan/mt5-small-finetuned-amazon-en-es
mt5-small-finetuned-amazon-en-es is a summarization model from Nagarjunan. 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
75
Public
Parameters
300M
1.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.2 GB · 98%
At a glance
- Task
- Summarization
- Library
- transformers
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Dec 5, 2024
- Updated
- Dec 5, 2024
- SHA
- d8710187
Try a prompt
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. -->
mt5-small-finetuned-amazon-en-es
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: 13.0523
- Rouge1: 0.6901
- Rouge2: 0.0
- Rougel: 0.7131
- Rougelsum: 0.6901
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: 5.6e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
|---|---|---|---|---|---|---|---|
| 20.4138 | 1.0 | 11 | 17.0350 | 0.3221 | 0.0 | 0.3221 | 0.3221 |
| 20.9666 | 2.0 | 22 | 15.8389 | 0.3221 | 0.0 | 0.3221 | 0.3221 |
| 20.3285 | 3.0 | 33 | 14.7984 | 0.6901 | 0.0 | 0.7131 | 0.6901 |
| 20.2575 | 4.0 | 44 | 13.7555 | 0.6901 | 0.0 | 0.7131 | 0.6901 |
| 19.3567 | 5.0 | 55 | 13.0846 | 0.6901 | 0.0 | 0.7131 | 0.6901 |
| 19.568 | 6.0 | 66 | 13.0045 | 0.6901 | 0.0 | 0.7131 | 0.6901 |
| 18.6292 | 7.0 | 77 | 13.0753 | 0.3221 | 0.0 | 0.3221 | 0.3221 |
| 18.4457 | 8.0 | 88 | 13.0523 | 0.6901 | 0.0 | 0.7131 | 0.6901 |
Framework versions
- Transformers 4.46.3
- Pytorch 2.5.1+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3
- Task
- Summarization
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Dec 5, 2024
- Updated
- Dec 5, 2024