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Adapting a model to your data

How to specialise a general model without paying to retrain it, and why that became possible.

4 steps · curated, not generated

  1. 2

    LLM

    concept

    A model that already knows language in general. Specialising it is cheaper than teaching one from scratch.

  2. 4

    LoRA

    technique

    Fine-tune small adapter matrices instead of all the weights, so one base model can serve many adaptations.