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bangla-para-v3-420000
mHossain/bangla-para-v3-420000
bangla-para-v3-420000 is a machine learning model from mHossain. 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
- May 8, 2023
- Updated
- May 8, 2023
- SHA
- 26b80428
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. -->
bangla-para-v3-420000
This model is a fine-tuned version of mHossain/bangla-para-v3-390000 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.1300
- Rouge1: 0.0
- Rouge2: 0.0
- Rougel: 0.0
- Rougelsum: 0.0
- Gen Len: 11.9677
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
- lr_scheduler_warmup_steps: 5000
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 1.2925 | 1.0 | 1688 | 1.1362 | 0.0 | 0.0 | 0.0 | 0.0 | 12.006 |
| 1.28 | 2.0 | 3376 | 1.1300 | 0.0 | 0.0 | 0.0 | 0.0 | 11.9677 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- Created
- May 8, 2023
- Updated
- May 8, 2023