Tag: Marzyeh Ghassemi
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MIT researchers have recognized important examples of machine-learning mannequin failure when these fashions are utilized to knowledge apart from what they had been educated on, elevating questions on the necessity to check at any time when a mannequin is deployed in a brand new setting. “We exhibit that even once you practice fashions on massive…
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Giant language fashions (LLMs) typically study the flawed classes, in response to an MIT examine. Quite than answering a question primarily based on area information, an LLM may reply by leveraging grammatical patterns it realized throughout coaching. This may trigger a mannequin to fail unexpectedly when deployed on new duties. The researchers discovered that fashions…