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Translation_Grammer_Jan_2024
Floyd93/Translation_Grammer_Jan_2024
Translation_Grammer_Jan_2024 is a machine learning model from Floyd93. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Jan 22, 2024
- Updated
- Feb 1, 2024
- SHA
- c847d962
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. -->
Translation_Grammer_Jan_2024
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0380
- Bleu: 20.2965
- Gen Len: 18.2799
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: 128
- eval_batch_size: 128
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 0.0527 | 1.0 | 12530 | 0.0380 | 20.2965 | 18.2799 |
Framework versions
- Transformers 4.36.2
- Pytorch 2.1.1+cu118
- Datasets 2.16.1
- Tokenizers 0.15.0
- Library
- transformers
- Type
- t5
- Created
- Jan 22, 2024
- Updated
- Feb 1, 2024