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envit5-translation-finetune
lmh2011/envit5-translation-finetune
envit5-translation-finetune is a machine learning model from lmh2011. 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 openrail.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- openrail
- Model type
- t5
- Access
- Public
- Created
- May 1, 2024
- Updated
- May 1, 2024
- SHA
- 3e125e37
Base models
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. -->
envit5-translation-finetune
This model is a fine-tuned version of VietAI/envit5-translation on the mt_eng_vietnamese dataset. It achieves the following results on the evaluation set:
- Loss: 1.0671
- Bleu: 20.0208
- Gen Len: 16.6848
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: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 1.1107 | 1.0 | 8333 | 1.0671 | 20.0208 | 16.6848 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- License
- openrail
- Created
- May 1, 2024
- Updated
- May 1, 2024