#ai #llm # [[Epistemic status]] #shower-thought #to-digest # Related > [!TODO] Related # TODO > [!TODO] TODO # LLM fine-tuning is obsolete Too slow process. Need to deal with many models etc. You rather do prompt engineering with semantic search instead ## Few experiments - Using text-davinci-002 with 5 shots makes it 4 times slower than a fine-tuned model - base models are 5-10 times cheaper - #metaphysical but fine-tuned models reduce creativity - kind of make sense statistically? # External links