There is no such thing as a Trained LLM
What I mean here is that traditional LLMs are trained on tasks irrelevant to what they will do for the user. It’s like training a… Read More »There is no such thing as a Trained LLM
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Vincent Granville
Author and Publisher at MLtechniques.com. Machine learning scientist, mathematician, book author (Wiley), patent owner, former post-doc at Cambridge University, former VC-funded executive, with 20+ years of corporate experience including CNET, NBC, Visa, Wells Fargo, Microsoft, eBay. Vincent also founded and co-founded a few start-ups, including one with a successful exit (Data Science Central acquired by Tech Target).
LLM Chunking, Indexing, Scoring and Agents, in a Nutshell
It is becoming a bit difficult to follow all the new AI, RAG and LLM terminology, with new concepts popping up almost every week. Which… Read More »LLM Chunking, Indexing, Scoring and Agents, in a Nutshell
New Book: Building Disruptive AI & LLM Technology from Scratch
This book features new advances in game-changing AI and LLM technologies built by GenAItechLab.com. Written in simple English, it is best suited for engineers, developers,… Read More »New Book: Building Disruptive AI & LLM Technology from Scratch
Large AI Apps: Optimizing the Databases Behind the Scenes
In this article, I describe some of the most common types of databases that apps such as RAG or LLM rely upon. I also provide… Read More »Large AI Apps: Optimizing the Databases Behind the Scenes
30 Features that Dramatically Improve LLM Performance – Part 3
This is the third and final article in this series, featuring some of the most powerful features to improve RAG/LLM performance. In particular: speed, latency,… Read More »30 Features that Dramatically Improve LLM Performance – Part 3
30 Features that Dramatically Improve LLM Performance – Part 2
In this article, I explore 10 additional features that have a big impact on LLM/RAG performance, in particular on speed, latency, results relevancy (minimizing hallucinations,… Read More »30 Features that Dramatically Improve LLM Performance – Part 2
30 Features that Dramatically Improve LLM Performance – Part 1
Many are ground-breaking innovations that make LLMs much faster and not prone to hallucinations. They reduce the cost, latency, and amount of computer resources (GPU,… Read More »30 Features that Dramatically Improve LLM Performance – Part 1
Building Professional Diagrams: LLM/RAG Example with Source Code
If you, your team or your company design and deploy AI architecture, data pipelines or algorithms, having great diagrams to illustrate the workflow is a… Read More »Building Professional Diagrams: LLM/RAG Example with Source Code
More Math Hallucinations with OpenAI, worse with Gemini
This is not just another rant about OpenAI. I actually have something very positive to say, even if in the end, the answer to my… Read More »More Math Hallucinations with OpenAI, worse with Gemini
Becoming a Hybrid AI Developer/Scientist
One of the most popular discussion topics these days is AI developer vs AI scientist. Rather than switching from one to the other, I offer… Read More »Becoming a Hybrid AI Developer/Scientist