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Guide To Natural Language Processing Let’s now pre-process our datasets using the function we implemented above. Now that we have our main objective cleared up, let’s put universal sentence encoders into action! The entire tutorial is available in my GitHub repository as a Jupyter Notebook. I love using Paperspace where you can spin up notebooks […]

Fine Tune Large Language Model LLM on a Custom Dataset with QLoRA Medium LoRA reduces the computational burden by updating only a low-rank approximation of the parameters, significantly lowering memory and processing requirements. Quantised LoRA further optimises resource usage by applying quantisation to these low-rank matrices, maintaining high model performance while minimising the need for