Unverified50% confidenceBenchmarkExact time
After the fix, top-token consistency improved from 96.5% to 99.9%.
1
Sources
50%
Confidence
Long-term
Relevance
7/24/2026
First Seen
Sources
三行代码修复：Tesla P100在llama.cpp中精度提升2300倍
redditr/LocalLLaMA7/12/2026
Related Claims
UnverifiedRaising the confidence level from 95% to 99% (z-value 2.576) will expand the margin of error by approximately 31% for the same sample size.68% similarVerifiedReAct's errors amplify in a chain: if the accuracy per step is p, the overall success rate after n steps is approximately p to the power of n; with a per-step accuracy of 95%, the overall success rate drops to approximately 59.9% after 10 steps and only 35.8% after 20 steps.65% similarUnverifiedThe per-step accuracy of current top-tier models is approximately between 90% and 95%.62% similarUnverifiedAfter supplementary fixes with differential node information, UI details are essentially fully restored, with fidelity significantly improved from 60%.62% similar
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