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bangla_idiom_paraphrase_v1
syeda-raisa/bangla_idiom_paraphrase_v1
bangla_idiom_paraphrase_v1 is a machine learning model from syeda-raisa. 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
- Feb 24, 2024
- Updated
- Feb 24, 2024
- SHA
- a2adc5d5
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. -->
bangla_idiom_paraphrase_v1
This model is a fine-tuned version of mHossain/bangla-para-v3-500000 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6125
- Rouge1: 0.0
- Rouge2: 0.0
- Rougel: 0.0
- Rougelsum: 0.0
- Gen Len: 13.1922
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: 4
- eval_batch_size: 4
- 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 1.0214 | 1.0 | 3049 | 0.6765 | 0.0 | 0.0 | 0.0 | 0.0 | 13.1656 |
| 0.9326 | 2.0 | 6098 | 0.6334 | 0.0 | 0.0 | 0.0 | 0.0 | 13.1223 |
| 0.8302 | 3.0 | 9147 | 0.6193 | 0.0 | 0.0 | 0.0 | 0.0 | 13.1745 |
| 0.8046 | 4.0 | 12196 | 0.6152 | 0.0 | 0.0 | 0.0 | 0.0 | 13.204 |
| 0.7702 | 5.0 | 15245 | 0.6125 | 0.0 | 0.0 | 0.0 | 0.0 | 13.1922 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.1.0+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- Created
- Feb 24, 2024
- Updated
- Feb 24, 2024