model compression

“Are you pruning your neural networks? "Delete parameters with small weights!" or "Gradients..."”

“The Lottery Ticket Hypothesis suggests that within a randomly initialized, dense neural network, there exists a subnetwork ('winning ticket') that, when trained in isolation, can achieve performance comparable to the original network.”

“The article is sourced from Hacker News, implying it is likely a summary or discussion.”

“The core concept involves transferring knowledge from a larger, more complex 'teacher' model to a smaller, more efficient 'student' model.”

“The article's source is Hacker News, indicating a technical audience is its target.”