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README.md ADDED
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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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+ model-index:
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+ - name: filtered_annotated94k_banglat5
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+ results: []
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+ ---
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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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+
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+ # filtered_annotated94k_banglat5
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+
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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: 0.1241
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+ - Val accuracy: 0.9387
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+ - Gen Len: 2.6493
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 300
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+ - eval_batch_size: 32
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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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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Val accuracy | Gen Len |
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+ |:-------------:|:-----:|:----:|:---------------:|:------------:|:-------:|
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+ | No log | 1.0 | 253 | 0.1969 | 0.8979 | 2.6679 |
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+ | 1.0947 | 2.0 | 506 | 0.1400 | 0.924 | 2.6558 |
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+ | 1.0947 | 3.0 | 759 | 0.1280 | 0.9324 | 2.653 |
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+ | 0.1281 | 4.0 | 1012 | 0.1250 | 0.9359 | 2.6522 |
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+ | 0.1281 | 5.0 | 1265 | 0.1241 | 0.9387 | 2.6493 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.35.2
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+ - Pytorch 1.13.1+cu117
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+ - Datasets 2.17.0
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+ - Tokenizers 0.15.1
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+ "decoder_start_token_id": 0,
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+ "eos_token_id": 1,
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+ "pad_token_id": 0,
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+ "transformers_version": "4.35.2"
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+ }
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