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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…
cs.LG2022
Engineering flexible machine learning systems by traversing functionally-invariant paths
Guruprasad Raghavan, Bahey Tharwat, Surya Narayanan Hari +2
Transformers have emerged as the state of the art neural network architecture for natural language processing and computer vision. In the foundation model paradigm, large transform…