LLMs: RAG vs. Fine-Tuning
When should you use retrieval augmented generation (RAG)? When should you fine-tune? Find out when and why and how to incorporate knowledge into LLMs.
Dr. Phil Winder
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17 minMore articles
Page 6 of 21
Dr. Phil Winder
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17 min
LLM Prompt Best Practices For Large Context Windows
Explore the benefits and challenges of large context windows in AI, learning to design effective prompts to enhance AI performance.
Natalia Kuzminykh
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14 min
Interview: How The EU AI Act Was Born With Javier Campos
Explore the EU's AI Act, its proactive approach to consumer protection, risk-based legislation, and its impact on global AI regulation and business practices.
Dr. Phil Winder
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20 min
Introduction to the EU AI Act
A short introductory webinar to introduce you to the new EU AI Act. Learn what it is, how it impacts you, and what you need to do.
Dr. Phil Winder
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12 min
Calculating LLM Token Counts: A Practical Guide
How do LLM tokenizers work? Understand what they do and learn how to calculate token counts for popular large language models, with examples.
Natalia Kuzminykh
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14 min
The Problem of Big Data in Small Context Windows (Part 2)
Phil explains how to further optimize LLM context windows. Part 2 summarizes the key strategies you can use to improve your use of the context window.
Dr. Phil Winder
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17 min
The Problem of Big Data in Small Context Windows (Part 1)
Dr. Phil Winder explores challenges of squeezing big data into LLMs' small context windows. Part 1 introduces the problem and the series.
Dr. Phil Winder
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12 min
ChatGPT from Scratch: How to Train an Enterprise AI Assistant
A video presentation that delves into the architecture, training methodologies, data pipeline construction, and optimization techniques required for creating a state-of-the-art enterprise assistant.
Dr. Phil Winder
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14 min
Part 6: Useful ChatGPT Libraries: Productization and Hardening
Boost ChatGPT projects with LangChain & LlamaIndex. Learn more about how to leverage ChatGPT libraries to streamline your project.
Natalia Kuzminykh
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11 min
MLOps in Supply Chain Management
MLOps consulting in supply chain management. Learn how Winder.AI supported the MLOps platform team at Interos to deliver an internal AI platform for their developers.
Dr. Phil Winder
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6 minNewsletter
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Case studies and industry analysis from our team. No hype, roughly monthly.