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bangla_idiom_generation_v2
mHossain/bangla_idiom_generation_v2
bangla_idiom_generation_v2 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
- Sep 28, 2023
- Updated
- Sep 28, 2023
- SHA
- ed962b88
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_generation_v2
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: 4.7655
- Rouge1: 0.0
- Rouge2: 0.0
- Rougel: 0.0
- Rougelsum: 0.0
- Gen Len: 10.4292
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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 226 | 7.4650 | 0.0 | 0.0 | 0.0 | 0.0 | 11.1195 |
| No log | 2.0 | 452 | 7.1989 | 0.0 | 0.0 | 0.0 | 0.0 | 10.677 |
| 7.7649 | 3.0 | 678 | 6.8146 | 0.0 | 0.0 | 0.0 | 0.0 | 9.8938 |
| 7.7649 | 4.0 | 904 | 6.3650 | 0.0 | 0.0 | 0.0 | 0.0 | 9.3805 |
| 7.0991 | 5.0 | 1130 | 5.8781 | 0.0 | 0.0 | 0.0 | 0.0 | 9.2478 |
| 7.0991 | 6.0 | 1356 | 5.4460 | 0.0 | 0.0 | 0.0 | 0.0 | 9.0487 |
| 6.1699 | 7.0 | 1582 | 5.1824 | 0.0 | 0.0 | 0.0 | 0.0 | 9.3363 |
| 6.1699 | 8.0 | 1808 | 4.9930 | 0.0 | 0.0 | 0.0 | 0.0 | 10.2478 |
| 5.5395 | 9.0 | 2034 | 4.8596 | 0.0 | 0.0 | 0.0 | 0.0 | 10.5575 |
| 5.5395 | 10.0 | 2260 | 4.7655 | 0.0 | 0.0 | 0.0 | 0.0 | 10.4292 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- Created
- Sep 28, 2023
- Updated
- Sep 28, 2023