Shelby's BlogThe personal blog of Shelby Jenkins.https://shelbyjenkins.github.io/Step-Based Cascading Prompts: Deterministic Signals from the LLM Vibe Spacehttps://shelbyjenkins.github.io/blog/cascade-prompt/cascade-prompt/https://shelbyjenkins.github.io/blog/cascade-prompt/cascade-prompt/A new technique for enforcing LLM behavior conformance in decision making workflows.Tue, 03 Sep 2024 00:00:00 GMTLLMs, non-programmatic computing, and logit bias.https://shelbyjenkins.github.io/blog/llms-non-programmatic-computing-and-logit-bias/llms-non-programmatic-computing-and-logit-bias/https://shelbyjenkins.github.io/blog/llms-non-programmatic-computing-and-logit-bias/llms-non-programmatic-computing-and-logit-bias/Exploring the syntax we use to describe LLMs and a discussion on how to use LLMs to make business logic decisions in software with logit bias.Tue, 22 Aug 2023 00:00:00 GMTConfiguring persistent power limits on Nvidia GPU's in linuxhttps://shelbyjenkins.github.io/blog/power-limit-nvidia-linux/power-limit-nvidia-linux/https://shelbyjenkins.github.io/blog/power-limit-nvidia-linux/power-limit-nvidia-linux/A simple step-by-step guide and script for automating power limits at boot using systemd.Sun, 07 Apr 2024 00:00:00 GMTRetrieval is all you need (Part 1): A brief intro to text retrieval in RAGhttps://shelbyjenkins.github.io/blog/retrieval-is-all-you-need-1/retrieval-is-all-you-need-1/https://shelbyjenkins.github.io/blog/retrieval-is-all-you-need-1/retrieval-is-all-you-need-1/Cataloging the SotA technologies available and permutations of stacks for retrieval pipelines in Gen AI. Part 1 is a brief intro to RAG, and an overview of retrieval techniques and technologies.Sun, 17 Mar 2024 00:00:00 GMTRetrieval is all you need (Part 2): RAG building blocks and stackshttps://shelbyjenkins.github.io/blog/retrieval-is-all-you-need-2/retrieval-is-all-you-need-2/https://shelbyjenkins.github.io/blog/retrieval-is-all-you-need-2/retrieval-is-all-you-need-2/Cataloging the SotA technologies available and permutations of stacks for retrieval pipelines in Gen AI. Part 2 is a continuously updated collection of technologies and workflows for RAG.Sun, 24 Mar 2024 00:00:00 GMTTemplate for creating new postshttps://shelbyjenkins.github.io/blog/template/template/https://shelbyjenkins.github.io/blog/template/template/This post is used to generate new posts. It also contains instructions for adding posts. Sun, 01 Jan 2023 00:00:00 GMTTested: Mixtral 8x7b vs. GPT-4 for boolean classificationhttps://shelbyjenkins.github.io/blog/tested-mixtral-8x7b/tested-mixtral-8x7b/https://shelbyjenkins.github.io/blog/tested-mixtral-8x7b/tested-mixtral-8x7b/Tue, 19 Dec 2023 00:00:00 GMTText Segmentation for RAG and the Shaky Foundation of AIhttps://shelbyjenkins.github.io/blog/text-segmentation-1/text-segmentation-1/https://shelbyjenkins.github.io/blog/text-segmentation-1/text-segmentation-1/Text segmentation and it's common shortcoming in RAG, LLMs, and AI.Sun, 30 Jun 2024 00:00:00 GMT