From 22a2b02c69e8bb9e933f89a1a0fb1e8119938d2f Mon Sep 17 00:00:00 2001 From: Marcel Klehr Date: Fri, 23 May 2025 15:21:13 +0200 Subject: [PATCH] enh(llm2): Warn about math Signed-off-by: Marcel Klehr --- admin_manual/ai/app_llm2.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/admin_manual/ai/app_llm2.rst b/admin_manual/ai/app_llm2.rst index fd631f575..fd5d8e336 100644 --- a/admin_manual/ai/app_llm2.rst +++ b/admin_manual/ai/app_llm2.rst @@ -127,6 +127,7 @@ Known Limitations * We currently only support languages that the underlying model supports; correctness of language use in languages other than English may be poor depending on the language's coverage in the model's training data (We recommended model Llama 3 or other models explicitly trained on multiple languages) * Language models can be bad at reasoning tasks +* Language models can be bad at math * Language models are likely to generate false information and should thus only be used in situations that are not critical. It's recommended to only use AI at the beginning of a creation process and not at the end, so that outputs of AI serve as a draft for example and not as final product. Always check the output of language models before using it. * Make sure to test the language model you are using it for whether it meets the use-case's quality requirements * Language models notoriously have a high energy consumption, if you want to reduce load on your server you can choose smaller models or quantized models in exchange for lower accuracy