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Update README.md

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@@ -48,7 +48,7 @@ Find more about the dataset here: [Code-74k-ShareGPT Dataset](https://huggingfac
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  - Adapter: qlora
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  - Learning Rate: 0.0002 with cosine lr scheduler
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- - Optimizer: paged_adamw_32bit
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  - Training Enhancements: bf16 training, gradient checkpointing, and flash attention
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  - Adapter: qlora
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  - Learning Rate: 0.0002 with cosine lr scheduler
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+ - Optimizer: adamw_bnb_8bit
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  - Training Enhancements: bf16 training, gradient checkpointing, and flash attention
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