# Adaptive

self-adaptive-llms
Self Adaptive Llms
SakanaAI/self-adaptive-llms is an adaptive framework called Transformer2, designed to address the challenges of traditional fine-tuning methods, which are computationally intensive and have static capabilities in handling diverse tasks. This framework adjusts large language models (LLMs) in real time during inference using a two-step mechanism: first, a scheduling system identifies task attributes; then, task-specific 'expert' vectors trained via reinforcement learning are dynamically mixed to achieve target behavior for the input prompt. Key advantages include real-time task adaptability, computational efficiency, and flexibility. Developed by the SakanaAI team, this project is open-source on GitHub, currently boasting 195 stars and 12 forks.
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Agents 2.0
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Sassy Luna: AI chatbot
Sassy Luna: AI Chatbot
Luna AI is an adaptive multi-person chat robot with intelligent dialogue and language understanding capabilities. It can be used in customer service, entertainment, education and other scenarios. Luna AI supports multiple languages and language styles, providing users with a comprehensive and personalized chat experience. Whether used on websites, mini-programs, or plugins, Luna AI can help users communicate better with others.
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