saiful9379
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README.md
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After training on a single 24GB GPU for 24 hours, this model achieved a BLEU score of 0.9570595683021429 on the entire dataset of 195,775 sentences.
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Paper link of Transformer model : ![Attention Is All You Need](https://arxiv.org/pdf/1706.03762.pdf)
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# Requirements
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```
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numpy==1.19.5
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sentencepiece==0.1.97
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tokenizers==0.8.1rc1
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torch==1.11.0+cu113
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torchsummary==1.5.1
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torchtext==0.12.0
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torchvision==0.12.0+cu113
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transformers==3.0.2
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nltk==3.7
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```
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# Dataset
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We have collected ```195775``` number of sentence pair ```Bangla to English```. we seperated bangla and english sentence using ```\t```.
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Data representation into txt file:
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After training on a single 24GB GPU for 24 hours, this model achieved a BLEU score of 0.9570595683021429 on the entire dataset of 195,775 sentences.
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Paper link of Transformer model : ![Attention Is All You Need](https://arxiv.org/pdf/1706.03762.pdf)
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![Github link ](https://github.com/saiful9379/Bangla_Translation)
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# Dataset
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We have collected ```195775``` number of sentence pair ```Bangla to English```. we seperated bangla and english sentence using ```\t```.
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Data representation into txt file:
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