Understanding Large Language Models: Capabilities & Limitations
Large Language Models (LLMs) analyzed: capabilities, limitations & real-world apps explored. Like sophisticated autocomplete systems, they learn patterns from vast text data.
This is a Plain English Papers summary of a research paper called Understanding Large Language Models: Key Capabilities, Limitations, and Future Challenges. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview A comprehensive survey examining Large Language Models (LLMs) and their impact Analyzes capabilities, limitations, and real-world applications Reviews key developments in LLM architectures and training methods Explores emerging challenges in deployment and ethical considerations Provides insights into future research directions...