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README.md
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base_model: Bhuvana/t5-base-spellchecker
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tags:
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: T5 Sindhi Spell Checker - Fahad Maqsood Qazi
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results: []
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# T5 Sindhi Spell Checker - Fahad Maqsood Qazi
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This model is a fine-tuned version of [Bhuvana/t5-base-spellchecker](https://huggingface.co/Bhuvana/t5-base-spellchecker) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.4755
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- Rouge1: 16.5098
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- Rouge2: 13.9875
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- Rougel: 16.4217
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- Rougelsum: 16.5185
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- Gen Len: 19.9968
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size:
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- eval_batch_size:
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- seed: 42
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- gradient_accumulation_steps:
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- total_train_batch_size: 64
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- training_steps:
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:------:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
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| 30.6232 | 0.0138 | 1000 | 3.6027 | 16.3965 | 13.9006 | 16.3126 | 16.4006 | 19.9988 |
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| 28.9499 | 0.0276 | 2000 | 3.4755 | 16.5098 | 13.9875 | 16.4217 | 16.5185 | 19.9968 |
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### Framework versions
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base_model: Bhuvana/t5-base-spellchecker
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tags:
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- generated_from_trainer
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model-index:
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- name: T5 Sindhi Spell Checker - Fahad Maqsood Qazi
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results: []
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# T5 Sindhi Spell Checker - Fahad Maqsood Qazi
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This model is a fine-tuned version of [Bhuvana/t5-base-spellchecker](https://huggingface.co/Bhuvana/t5-base-spellchecker) on the None dataset.
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 100
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 64
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- training_steps: 10
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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