Dr James RavenscroftLLMs Can’t Do Probability — BrainsteamI built an experiment to show what happens when you ask an LLM to behave in a certain way a certain percentage of the time.3 min read·3 days ago----
Dr James RavenscroftSelf-hosting Llama 3 on a home serverSelf-hosting Llama 3 as your own ChatGPT replacement service using a 10 year old graphics card and open source components.7 min read·Apr 20, 2024--1--1
Dr James RavenscroftReviewing the Best Paid and Open Source AI-Powered Handwriting OCRRemarkably (for me), this essay started its life as a scribble in a notebook rather than something I typed into a markdown editor!·6 min read·Apr 2, 2024----
Dr James RavenscroftHow to use Airbyte Sync in ProductionSome tips for configuring airbyte for production-ready sync8 min read·Aug 15, 2023----
Dr James RavenscroftinFilament-SyfterChallenges and Opportunities for Generative AI for Private Market AnalystsThe recent wave of new generative AI solutions that leverage transformer-based large language models (LLMs) has injected renewed vigour and…7 min read·Jun 13, 2023----
Dr James RavenscroftPost-LastPass-Breach Password Management Approaches: Personal & CommercialAfter the recent LastPass scandal, should we be a little more distrustful of cloud-based password managers?·9 min read·Dec 27, 2022----
Dr James RavenscroftinFilament-SyfterWhat’s your ChatGPT Strategy? Updating Your Organisation’s AI Strategy in a Post-ChatGPT WorldIf you are a business leader or decision maker, you have probably heard of or tried out ChatGPT over the last few weeks. You might even…6 min read·Dec 16, 2022----
Dr James RavenscroftinFilament-SyfterPainless Explainability for NLP/Text Models with LIME and ELI5Introduction·19 min read·Mar 14, 2022----
Dr James RavenscroftAn opinionated guide to Python environments in 2021Note: If you don’t want to read the blah-blah context and history stuff then you can jump to the recommendations·12 min read·Apr 12, 2021----
Dr James RavenscroftReproducing ‘ancient’ experiments with Pytorch inside dockerA beige analog compass by Ylanite Koppens·4 min read·Mar 1, 2021----
