GPT-4's secrets have been revealed! Whether fine-tuning LLMs or implementing real-time machine learning, AI is impacting all industries - even transforming medicine forever. Check out our roundup of the top AI and MLOps articles for August 2023!
Building Real-time Machine Learning Foundations at Lyft
Learn how Lyft enabled hundreds of ML developers to efficiently build and enhance models with streaming data, including key lessons learned along the way: https://eng.lyft.com/building-real-time-machine-learning-foundations-at-lyft-6dd99b385a4e
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Large Language Models and the Future of Custom, Fine-tuned LLMs
Do you know what LLM instruction tuning is? Federico Bianchi explains why every data scientist should and how to create custom LLMs: https://outerbounds.com/blog/custom-llm-tuning/
GPT-4's Secret Has Been Revealed
Is GPT-4 truly groundbreaking? Recent rumors suggest its architecture may not be as innovative as many believed: https://thealgorithmicbridge.substack.com/p/gpt-4s-secret-has-been-revealed
AI Explained: Machine Learning for High Risk Applications
How are you protecting your organization from AI risks? Parul Pandey, Principal Data Scientist at H2O.ai, joined us to share her expert tips and best practices: https://www.fiddler.ai/webinars/ai-explained-machine-learning-for-high-risk-applications
AI tools are designing entirely new proteins that could transform medicine
Advancements in generative AI have made it possible to quickly synthesize brand new proteins that have never before existed, transforming medicine forever: https://www.nature.com/articles/d41586-023-02227-y
LLM Powered Autonomous Agents
In a LLM-powered autonomous agent system, the LLM functions as the agent’s brain, complemented by several key components. Lilian Weng provides a great tutorial covering different pieces of a potential LLM-powered agent: https://lilianweng.github.io/posts/2023-06-23-agent/
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