Model techniques map
Techniques

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Ralph-Loop mechanism

source
1
model
1
lab adopt it
1
strongest
used

How sources treat it

One count per evidence span, weakest treatment to strongest.

used 1

Documented in

Evidence

1 span quoted from the sources, strongest treatment first.

PostTrainBench: Evaluated on Claude Code using Ralph-Loop mechanism for 12 hours

usedsoftware implementationin MiniMax-M3