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--- |
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base_model: csebuetnlp/banglat5 |
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tags: |
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- generated_from_trainer |
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metrics: |
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- bleu |
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model-index: |
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- name: Model_run_korai_lagbe |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# Model_run_korai_lagbe |
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This model is a fine-tuned version of [csebuetnlp/banglat5](https://huggingface.co/csebuetnlp/banglat5) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.5785 |
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- Bleu: 18.6683 |
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- Gen Len: 11.5981 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 0.0005 |
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- train_batch_size: 16 |
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- eval_batch_size: 16 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- num_epochs: 5 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len | |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:| |
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| 1.9574 | 1.0 | 1800 | 1.5379 | 16.7857 | 11.6603 | |
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| 1.5368 | 2.0 | 3600 | 1.4768 | 17.6951 | 11.6234 | |
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| 1.2285 | 3.0 | 5400 | 1.4869 | 18.2589 | 11.6088 | |
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| 0.9943 | 4.0 | 7200 | 1.5305 | 18.0562 | 11.5131 | |
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| 0.8437 | 5.0 | 9000 | 1.5785 | 18.6683 | 11.5981 | |
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### Framework versions |
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- Transformers 4.37.2 |
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- Pytorch 1.13.1+cu117 |
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- Datasets 2.17.1 |
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- Tokenizers 0.15.2 |
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