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				@@ -29,7 +29,7 @@ Llama 2 is a new technology that carries potential risks with use. Testing condu 
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				 **For more in depth information checkout the following:** 
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				 * [Single GPU Fine-tuning](./docs/single_gpu.md) 
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				-* [Multi-GPU Fine-tuning](./docs/mutli_gpu.md) 
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				+* [Multi-GPU Fine-tuning](./docs/multi_gpu.md) 
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				 * [LLM Fine-tuning](./docs/LLM_finetuning.md) 
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				 * [Adding custom datasets](./docs/Dataset.md) 
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				 * [Inference](./docs/inference.md) 
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