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banglasummeval-query-weighter-539docs
rummanadib023/banglasummeval-query-weighter-539docs
banglasummeval-query-weighter-539docs is a text classification model from rummanadib023. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- electra
- Access
- Public
- Created
- Dec 21, 2025
- Updated
- Dec 21, 2025
- SHA
- c8de6e2c
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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. -->
banglasummeval-query-weighter-539docs
This model is a fine-tuned version of csebuetnlp/banglabert on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6848
- Accuracy: 0.56
- F1: 0.6827
- Precision: 0.5591
- Recall: 0.8765
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: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 25
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
|---|---|---|---|---|---|---|---|
| 0.6966 | 0.5917 | 50 | 0.6939 | 0.54 | 0.7013 | 0.54 | 1.0 |
| 0.6855 | 1.1775 | 100 | 0.6877 | 0.5433 | 0.6549 | 0.5532 | 0.8025 |
| 0.6897 | 1.7692 | 150 | 0.6848 | 0.56 | 0.6827 | 0.5591 | 0.8765 |
| 0.6473 | 2.3550 | 200 | 0.6860 | 0.57 | 0.6578 | 0.5767 | 0.7654 |
| 0.6457 | 2.9467 | 250 | 0.6864 | 0.5733 | 0.6735 | 0.5739 | 0.8148 |
Framework versions
- Transformers 4.57.3
- Pytorch 2.9.0+cu126
- Datasets 4.0.0
- Tokenizers 0.22.1
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- Created
- Dec 21, 2025
- Updated
- Dec 21, 2025