Downloads · 30 days
5
1% of all-time downloads
my_awesome_opus_books_model
nikolajking/my_awesome_opus_books_model
my_awesome_opus_books_model is a translation model from nikolajking. Use it when you need text moved from one language to another. 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
360
Public
Repo size
6.8 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin242 MB · 99%
At a glance
- Task
- Translation
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Jun 19, 2023
- Updated
- Jun 21, 2023
- SHA
- 06b07174
Try a prompt
Datasets
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. -->
my_awesome_opus_books_model
This model is a fine-tuned version of t5-small on the opus_books dataset. It achieves the following results on the evaluation set:
- Loss: 1.6069
- Bleu: 5.5585
- Gen Len: 17.5925
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 1.863 | 1.0 | 6355 | 1.6305 | 5.3946 | 17.6086 |
| 1.8254 | 2.0 | 12710 | 1.6069 | 5.5585 | 17.5925 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu118
- Datasets 2.13.0
- Tokenizers 0.13.3
- Task
- Translation
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Jun 19, 2023
- Updated
- Jun 21, 2023