How-To.md

@@ -28,7 +28,7 @@ How to [**Fine-Tune local Llama 2 Model.pdf**](uploads/68437a8e205cc32b7eaec0677
 
 Using LLM’s for [**Document Retrieval and Reranking**](https://medium.com/llamaindex-blog/using-llms-for-retrieval-and-reranking-23cf2d3a14b6)
 
-Eight Major Methods For [**FineTuning an LLM**](https://dr-bruce-cottman.medium.com/part-1-eight-major-methods-for-finetuning-an-llm-6f746c7259ee)
+Eight Major Methods For [**FineTuning an LLM.pdf**](uploads/eb944b65628d872c467e5f96c5b55ab9/FineTuning_an_LLM.pdf)
 
 How To [**Validate Machine Learning Models**](https://towardsdatascience.com/how-you-should-validate-machine-learning-models-f16e9f8a8f7a)