Show HN: RL Agent that can auto-optimize your LLM prompts Hey everyone! Along with my team, I've developed a reinforcement learning system that automatically optimizes LLM prompts, complete with a visualization feature to track both prompt structure and learning progress over time. Take a look here: https://ift.tt/XKgV2mS... Check out our website too: https://ift.tt/Q8Jb3yk In terms of how this visualization works: The RL Prompt Optimizer employs a reinforcement learning framework to iteratively improve prompts used for language model evaluations. At each episode, the agent selects an action to modify the current prompt based on the state representation, which encodes features of the prompt. The agent receives rewards based on a multi-metric evaluation of the model's responses, encouraging the development of prompts that elicit high-quality answers. And see our github repo! https://ift.tt/Z8K3vlB https://ift.tt/lqm2eNc November 9, 2024 at 01:47AM
Show HN: RL Agent that can auto-optimize your LLM prompts https://ift.tt/txsDITH
Related Articles
Show HN: PDF Debugger – Inspect Structure of PDF Files https://ift.tt/FS8lOTYShow HN: PDF Debugger – Inspect Structure of PDF Files https://pdf.hyz… Read More
Show HN: Ultra-Realistic Generative Fill with AI and 3D https://ift.tt/gv9It7lShow HN: Ultra-Realistic Generative Fill with AI and 3D Hey all, You'v… Read More
Show HN: SapientML – Generative AutoML for Tabular Data https://ift.tt/ZXDC5rOShow HN: SapientML – Generative AutoML for Tabular Data https://ift.tt… Read More
Show HN: I Made a Chrome Extension for Vocabulary Building https://ift.tt/RtkNWw4Show HN: I Made a Chrome Extension for Vocabulary Building https://ift… Read More
Show HN: Open-Source Free App for Talking with AI Using Audio+Text https://ift.tt/IbqMECPShow HN: Open-Source Free App for Talking with AI Using Audio+Text Ope… Read More
Show HN: Dolce – Get notified if something (bad) happens to your containers https://ift.tt/aZKQ3nLShow HN: Dolce – Get notified if something (bad) happens to your conta… Read More
Show HN: Automated competitor tracking tool for startups https://ift.tt/40keBlFShow HN: Automated competitor tracking tool for startups Hello HN! I'm… Read More
Show HN: Create short form videos on any topic using Generative AI https://ift.tt/fAhktp2Show HN: Create short form videos on any topic using Generative AI Hey… Read More
0 Comments: