https://kinianlo.github.io/posts/ Recent content in Posts on Kin Ian Lo https://kinianlo.github.io/images/papermod-cover.png https://kinianlo.github.io/images/papermod-cover.png Hugo -- 0.127.0 en Mon, 17 Jun 2024 01:06:04 +0000 https://kinianlo.github.io/posts/llm-api-probs/ Mon, 17 Jun 2024 01:06:04 +0000 https://kinianlo.github.io/posts/llm-api-probs/ OpenAI has modified their API to return the log probabilities before any logit bias is applied. Hence the methods described in this article are no longer applicable. The aim of this article is to provide an alternative derivation of the results in Mattew Finlayson’s article Obtaining logprobs from an LLM API. Most LLM APIs return the logprobs of only the top-$ k $ predictions. The value of $ k $ is often small, in the order of 10. https://kinianlo.github.io/posts/2023-02-12-stats/ Sun, 12 Feb 2023 01:06:04 +0000 https://kinianlo.github.io/posts/2023-02-12-stats/ some notes on hypothesis testing and bootstrapping https://kinianlo.github.io/posts/2023-02-09-maths-in-markdown/ Thu, 09 Feb 2023 23:10:42 +0000 https://kinianlo.github.io/posts/2023-02-09-maths-in-markdown/ This article records the pain I went through to write maths in markdown https://kinianlo.github.io/posts/2022-10-17-bisect/ Mon, 17 Oct 2022 12:27:46 +0000 https://kinianlo.github.io/posts/2022-10-17-bisect/ On the implementation of binary search