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Equation 39 · Part 2 · Shrink It, Train It Small, or Search for It: The Main Strategies for Small Models, Compared

Symbol B_mem

Mresident≤BmemM_{\text{resident}} \le B_{\text{mem}}
BmemB_{\text{mem}}

What this part means

BmB_mem 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

BmB_mem 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

…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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