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# Fine tuning
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Please look into harnessing RAG before attempting to fine-tune a model. For open-weight models, you can use the HPC cluster to perform LoRA fine-tuning as [described here](../../hpc/08_ml_ai_hpc/08_llm_fine_tuning.md).
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Please look into harnessing RAG before attempting to fine-tune a model. For open-weight models, you can use the HPC cluster to perform LoRA fine-tuning as [described here](../../hpc/08_ml_ai_hpc/05_llm_fine_tuning.md).

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