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Equation 38 · Part 1 · Shrink It, Train It Small, or Search for It: The Main Strategies for Small Models, Compared

Symbol bar c_tok

cˉtok\bar c_{\text{tok}}
cˉtok\bar c_{\text{tok}}

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bar ctc_tok is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

Its job in the formula

bar ctc_tok is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

The passage around this formula

…across many targets when paid once as a supernet [ 10 ] , on top of whatever strategy trains the architecture it discovers. Sparse mixture-of-experts is the odd one out in this accounting: its saving shows up only in cˉtok\bar c_{\text{tok}} , the cost per served token, and it does essentially nothing to relax the constraint MresidentM_{\text{resident}} ≤\le BmemB_{\text{mem}} that the other three strategies are built specifically to satisfy [ 13 , 12 ] .

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