Monday, November 6, 2023

Show HN: Inshellisense – IDE style shell autocomplete https://ift.tt/IVLfrC5

Show HN: Inshellisense – IDE style shell autocomplete I built this terminal native runtime for Fig's autocomplete to support Windows and Linux. Would appreciate any feedback on it! https://ift.tt/Y9QA0gM November 6, 2023 at 11:15PM

Show HN: Open-source model and scorecard for measuring hallucinations in LLMs https://ift.tt/yu1624C

Show HN: Open-source model and scorecard for measuring hallucinations in LLMs Hi all! This morning, we released a new Apache 2.0 licensed model on HuggingFace for detecting hallucinations in retrieval augmented generation (RAG) systems. What we've found is that even when given a "simple" instruction like "summarize the following news article," every LLM that's available hallucinates to some extent, making up details that never existed in the source article -- and some of them quite a bit. As a RAG provider and proponents of ethical AI, we want to see LLMs get better at this. We've published an open source model, a blog more thoroughly describing our methodology (and some specific examples of these summarization hallucinations), and a GitHub repository containing our evaluation from the most popular generative LLMs available today. Links to all of them are referenced in the blog here, but for the technical audience here, the most interesting additional links might be: - https://ift.tt/L3fBxXq... - https://ift.tt/n0u74kI We hope that releasing these under a truly open source license and detailing the methodology, we hope to increase the viability of anyone really quantitatively measuring and improving the generative LLMs they're publishing. https://ift.tt/pXd4C6H November 6, 2023 at 11:11PM

Show HN: DIY Hacking Chair https://ift.tt/vtaKpyY

Show HN: DIY Hacking Chair https://ift.tt/jOrdJ4B November 6, 2023 at 09:45PM

Sunday, November 5, 2023

Show HN: SaaS back end template repo written using server-side Swift https://ift.tt/4WmHwqI

Show HN: SaaS back end template repo written using server-side Swift There've been some discussions about swift on the server recently, so I thought that I'd pasete here my template repo to spin up a backend for an SAAS type backend using server-side Swift and Vapor framework that I've just open sourced. https://ift.tt/8A9HqBx November 5, 2023 at 08:38PM

A middle-schooler just won $25,000 for inventing a fire-detection device that works faster than the average smoke detector



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