Downloads · 30 days
9
4% of all-time downloads
mt5-small-finetuned-amazon-en-es
hatrat/mt5-small-finetuned-amazon-en-es
mt5-small-finetuned-amazon-en-es is a summarization model from hatrat. 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
206
Public
Parameters
300M
31.2 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 3, 2024
- Updated
- Dec 4, 2024
- SHA
- b99ce750
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: 3.0303
- Rouge1: 16.5852
- Rouge2: 7.6579
- Rougel: 16.124
- Rougelsum: 15.9936
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 |
|---|---|---|---|---|---|---|---|
| 6.9675 | 1.0 | 1209 | 3.2986 | 15.4048 | 6.9451 | 14.8606 | 14.7973 |
| 3.8997 | 2.0 | 2418 | 3.1665 | 16.3162 | 7.7266 | 15.7977 | 15.7097 |
| 3.5826 | 3.0 | 3627 | 3.1106 | 17.1709 | 8.5204 | 16.4245 | 16.3642 |
| 3.421 | 4.0 | 4836 | 3.0963 | 17.3478 | 8.785 | 16.7929 | 16.6929 |
| 3.3089 | 5.0 | 6045 | 3.0490 | 16.7208 | 7.6362 | 16.1295 | 16.0292 |
| 3.2437 | 6.0 | 7254 | 3.0401 | 16.6134 | 7.9347 | 16.0422 | 15.8593 |
| 3.2133 | 7.0 | 8463 | 3.0292 | 16.2514 | 7.6585 | 15.9708 | 15.8423 |
| 3.1851 | 8.0 | 9672 | 3.0303 | 16.5852 | 7.6579 | 16.124 | 15.9936 |
Framework versions
- Transformers 4.46.2
- Pytorch 2.5.1+cu121
- Tokenizers 0.20.3
- Task
- Summarization
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Dec 3, 2024
- Updated
- Dec 4, 2024