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cs.AI2023
Herd: Using multiple, smaller LLMs to match the performances of proprietary, large LLMs via an intelligent composer
Surya Narayanan Hari, Rex Liu, Matt Thomson
Currently, over a thousand LLMs exist that are multi-purpose and are capable of performing real world tasks, including Q&A, text summarization, content generation, etc. However, ac…
cs.LG2023
Tryage: Real-time, intelligent Routing of User Prompts to Large Language Models
Surya Narayanan Hari, Matt Thomson
The introduction of the transformer architecture and the self-attention mechanism has led to an explosive production of language models trained on specific downstream tasks and dat…