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tranlation_model
pintu5057/tranlation_model
tranlation_model is a machine learning model from pintu5057. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Sep 3, 2024
- Updated
- Sep 3, 2024
- SHA
- d27cd0a6
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. -->
tranlation_model
This model is a fine-tuned version of google-t5/t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.6130
- Bleu: 5.5571
- Gen Len: 17.6
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
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 1.8791 | 1.0 | 6355 | 1.6361 | 5.3414 | 17.6238 |
| 1.8051 | 2.0 | 12710 | 1.6130 | 5.5571 | 17.6 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.3.1+cu118
- Datasets 2.20.0
- Tokenizers 0.15.0
- Type
- t5
- License
- apache-2.0
- Created
- Sep 3, 2024
- Updated
- Sep 3, 2024