Tutorial to Fine-Tuning Mistral 7B with QLoRA Using Axolotl for Efficient LLM Training

In this tutorial, we demonstrate the workflow for fine-tuning Mistral 7B using QLoRA with Axolotl, showing how to manage limited GPU resources while customizing the model for new tasks. We’ll install Axolotl, create a small example dataset, configure the LoRA-specific hyperparameters, run the fine-tuning process, and test the resulting model’s performance. Step 1: Prepare the […]

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Fonte: https://www.marktechpost.com/2025/02/09/tutorial-to-fine-tuning-mistral-7b-with-qlora-using-axolotl-for-efficient-llm-training/

Parole chiave: axolotl, finetuning, qlora, tutorial, 7b