Equation 38 · Part 1 · Shrink It, Train It Small, or Search for It: The Main Strategies for Small Models, Compared
Symbol bar c_tok
What this part means
bar ok 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 ok is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Full expression→Symbol bar c_tok→Article meaning
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 , the cost per served token, and it does essentially nothing to relax the constraint that the other three strategies are built specifically to satisfy [ 13 , 12 ] .
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Sources cited in the surrounding passage
- [3] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning ↗
- [7] Neural Architecture Search with Reinforcement Learning ↗
- [10] Once for All: Train One Network and Specialize it for Efficient Deployment ↗
These citations provide research context; check each source for the exact claim it supports.