Edge 381: Google DeepMind's PrompBreeder Self-Improves Prompts
Was this email forwarded to you? Sign up here Edge 381: Google DeepMind's PrompBreeder Self-Improves PromptsThe method combines chain of thoughts, plan and solve and evolutionary algorithms in a single mthod.
Reasoning and prompt evolution/optimization are being recognized as the next significant frontier for large language models(LLMs). We have all been dazzled by projects like AutoGPT or BabyAGI that constantly evolve prompts to achieve a specific goal in a way that resembles reasoning. Among the various strategies employed to enhance the reasoning capabilities of LLMs, one of the prominent ones is Chain-of-Thought Prompting, often hailed for its effectiveness. However, it’s worth noting that manually crafted prompt strategies tend to fall short of optimal performance. Recently, researchers from Google DeepMind unveiled PROMPTBREEDER , a self-improving prompt algorithm that uses evolutionary techniques to arrive to the best prompts for a given task. PROMPTBREEDER addresses some of the limitations of CoT with a simple and super clever algorithm that improves the prompts in a self-referential manner... Subscribe to TheSequence to read the rest.Become a paying subscriber of TheSequence to get access to this post and other subscriber-only content. A subscription gets you:
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Edge 380: A New Series About Autonomous Agents
Tuesday, March 26, 2024
The series will cover memory, action execution, planning, collaboration and many other characteristics of autonomous agents. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
📝 Guest Post: Zilliz Unveiled Milvus 2.4 at GTC 24, Transforming Vector Databases with GPU Acceleration*
Monday, March 25, 2024
Collaboration with NVIDIA boosts Milvus performance 50x ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
NVIDIA’s GTC in Four Headlines
Sunday, March 24, 2024
Impressive AI hardware innovations and interesting software moves. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
📌 Exciting lineup for apply() 2024 is now live
Friday, March 22, 2024
Exciting news! The agenda for apply() 2024, Tecton's premier virtual conference dedicated to mastering AI and ML at production scale, is now live! Join us on Wednesday, April 3, for a day packed
Edge 380: Inside SELF-Discover: Google DeepMind's LLM Reasoning Method for Solving Complex Tasks
Thursday, March 21, 2024
The techniques addresses some of the limitation of prompting methods such as chain-of-thought. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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