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bengali_news_article_summarization_mt5
fahad1770/bengali_news_article_summarization_mt5
bengali_news_article_summarization_mt5 is a machine learning model from fahad1770. 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
- May 3, 2024
- Updated
- May 3, 2024
- SHA
- 960b6ff9
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. -->
bengali_news_article_summarization_mt5
This model is a fine-tuned version of google/mt5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2111
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: 0.001
- train_batch_size: 20
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 160
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine_with_restarts
- lr_scheduler_warmup_steps: 100
- num_epochs: 15
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.99 | 83 | 0.8963 |
| No log | 2.0 | 167 | 0.3201 |
| 9.149 | 2.99 | 250 | 0.2583 |
| 9.149 | 3.99 | 334 | 0.2372 |
| 0.3009 | 5.0 | 418 | 0.2298 |
| 0.3009 | 5.99 | 501 | 0.2244 |
| 0.3009 | 7.0 | 585 | 0.2213 |
| 0.2524 | 8.0 | 669 | 0.2163 |
| 0.2524 | 8.99 | 752 | 0.2136 |
| 0.2306 | 10.0 | 836 | 0.2126 |
| 0.2306 | 10.99 | 919 | 0.2117 |
| 0.2176 | 11.99 | 1003 | 0.2120 |
| 0.2176 | 13.0 | 1087 | 0.2116 |
| 0.2176 | 13.99 | 1170 | 0.2111 |
| 0.2119 | 14.89 | 1245 | 0.2111 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- May 3, 2024
- Updated
- May 3, 2024