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wsdbanglat5_2e4_MT5
sajjad55/wsdbanglat5_2e4_MT5
wsdbanglat5_2e4_MT5 is a machine learning model from sajjad55. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Jun 16, 2024
- Updated
- Jun 16, 2024
- SHA
- 8dff45f6
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. -->
wsdbanglat5_2e4_MT5
This model is a fine-tuned version of google/mt5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0064
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: 0.0002
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0767 | 1.0 | 1481 | 0.0179 |
| 0.0151 | 2.0 | 2962 | 0.0096 |
| 0.011 | 3.0 | 4443 | 0.0077 |
| 0.0072 | 4.0 | 5924 | 0.0068 |
| 0.0051 | 5.0 | 7405 | 0.0057 |
| 0.0033 | 6.0 | 8886 | 0.0058 |
| 0.0037 | 7.0 | 10367 | 0.0057 |
| 0.0018 | 8.0 | 11848 | 0.0057 |
| 0.0014 | 9.0 | 13329 | 0.0065 |
| 0.0005 | 10.0 | 14810 | 0.0064 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Jun 16, 2024
- Updated
- Jun 16, 2024