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banglaT5_dg_LoRA_8_32

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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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+ datasets:
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+ - dailydialogue_bn
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+ model-index:
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+ - name: banglaT5_dg_LoRA_8_32
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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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+ # banglaT5_dg_LoRA_8_32
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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 dailydialogue_bn dataset.
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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: 0.001
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+ - train_batch_size: 4
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - gradient_accumulation_steps: 4
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+ - total_train_batch_size: 16
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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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+ - lr_scheduler_warmup_ratio: 0.1
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+ - num_epochs: 3
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+ - label_smoothing_factor: 0.1
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+
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+ ### Training results
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+
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.32.1
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+ - Pytorch 2.0.1+cu118
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+ - Datasets 2.14.4
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+ - Tokenizers 0.13.3
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+ "init_lora_weights": true,
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+ "lora_alpha": 32,
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+ "lora_dropout": 0.1,
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+ "peft_type": "LORA",
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+ "r": 8,
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+ }
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