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wsdbanglat5_1e4_D1
sajjad55/wsdbanglat5_1e4_D1
wsdbanglat5_1e4_D1 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.
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
- Jun 10, 2024
- Updated
- Jun 10, 2024
- SHA
- 1ee8d681
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_1e4_D1
This model is a fine-tuned version of ka05ar/Banglat5_Dx1 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0038
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: 0.0001
- 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 |
|---|---|---|---|
| 0.0898 | 1.0 | 1481 | 0.0257 |
| 0.0184 | 2.0 | 2962 | 0.0073 |
| 0.0101 | 3.0 | 4443 | 0.0051 |
| 0.0077 | 4.0 | 5924 | 0.0047 |
| 0.0057 | 5.0 | 7405 | 0.0044 |
| 0.0042 | 6.0 | 8886 | 0.0040 |
| 0.0041 | 7.0 | 10367 | 0.0037 |
| 0.0026 | 8.0 | 11848 | 0.0038 |
| 0.002 | 9.0 | 13329 | 0.0038 |
| 0.0019 | 10.0 | 14810 | 0.0038 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.19.2
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- Created
- Jun 10, 2024
- Updated
- Jun 10, 2024