Tag: Generalization
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Artificial General Intelligence (AGI)
Artificial General Intelligence (AGI) represents a theoretical pinnacle in AI development, aiming to create machines with human-like cognitive abilities across a wide range of tasks. Unlike narrow AI systems designed for specific functions, AGI would possess the capability to understand, learn, and apply knowledge across diverse domains, mirroring human intelligence. ## Understanding AGI AGI is…
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Instruction-Tuned LLMs:
Instruction-Tuned LLMs: Enhancing Performance and Control Keywords: Instruction tuning, Large Language Models (LLMs), Fine-tuning, Reinforcement learning, Alignment, Prompt engineering, Supervised learning, Human feedback, Generalization, Task performance Large Language Models (LLMs) have demonstrated impressive capabilities in generating human-quality text, translating languages, and answering questions. However, their performance can be further enhanced and controlled through instruction tuning,…